{ "scope": "public_signals_milestone_33_34", "source_timestamp": "2026-05-25T09:45:00.000Z", "public_label_en": "Public Signals", "public_label_zh": "舆情指标", "items": [ { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen-image", "target_model_version_slug": "alibaba-qwen-qwen-image-current", "external_id": "Qwen/Qwen-Image", "value_label": "170808 downloads / 2491 likes", "numeric_value": 2508, "downloads_total": 170808, "likes_total": 2491, "spaces_count": 100, "repository_file_count": 31, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen-Image", "source_title": "Qwen/Qwen-Image Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-235b-a22b", "target_model_version_slug": "alibaba-qwen-qwen3-235b-a22b-current", "external_id": "Qwen/Qwen3-235B-A22B", "value_label": "448964 downloads / 1092 likes", "numeric_value": 1137, "downloads_total": 448964, "likes_total": 1092, "spaces_count": 100, "repository_file_count": 128, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-235B-A22B", "source_title": "Qwen/Qwen3-235B-A22B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-coder-480b-a35b", "target_model_version_slug": "alibaba-qwen-qwen3-coder-480b-a35b-current", "external_id": "Qwen/Qwen3-Coder-480B-A35B-Instruct", "value_label": "29883 downloads / 1336 likes", "numeric_value": 1339, "downloads_total": 29883, "likes_total": 1336, "spaces_count": 100, "repository_file_count": 253, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-Coder-480B-A35B-Instruct", "source_title": "Qwen/Qwen3-Coder-480B-A35B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-embedding-8b", "target_model_version_slug": "alibaba-qwen-qwen3-embedding-8b-current", "external_id": "Qwen/Qwen3-Embedding-8B", "value_label": "1616414 downloads / 687 likes", "numeric_value": 849, "downloads_total": 1616414, "likes_total": 687, "spaces_count": 57, "repository_file_count": 17, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-Embedding-8B", "source_title": "Qwen/Qwen3-Embedding-8B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-omni-30b-a3b", "target_model_version_slug": "alibaba-qwen-qwen3-omni-30b-a3b-instruct-current", "external_id": "Qwen/Qwen3-Omni-30B-A3B-Instruct", "value_label": "1322158 downloads / 924 likes", "numeric_value": 1056, "downloads_total": 1322158, "likes_total": 924, "spaces_count": 28, "repository_file_count": 25, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-Omni-30B-A3B-Instruct", "source_title": "Qwen/Qwen3-Omni-30B-A3B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-omni-30b-a3b", "target_model_version_slug": "alibaba-qwen-qwen3-omni-30b-a3b-thinking-current", "external_id": "Qwen/Qwen3-Omni-30B-A3B-Thinking", "value_label": "239367 downloads / 302 likes", "numeric_value": 326, "downloads_total": 239367, "likes_total": 302, "spaces_count": 11, "repository_file_count": 26, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-Omni-30B-A3B-Thinking", "source_title": "Qwen/Qwen3-Omni-30B-A3B-Thinking Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-reranker-8b", "target_model_version_slug": "alibaba-qwen-qwen3-reranker-8b-current", "external_id": "Qwen/Qwen3-Reranker-8B", "value_label": "1250189 downloads / 232 likes", "numeric_value": 357, "downloads_total": 1250189, "likes_total": 232, "spaces_count": 4, "repository_file_count": 19, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-Reranker-8B", "source_title": "Qwen/Qwen3-Reranker-8B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-vl-235b-a22b", "target_model_version_slug": "alibaba-qwen-qwen3-vl-235b-a22b-instruct-current", "external_id": "Qwen/Qwen3-VL-235B-A22B-Instruct", "value_label": "1663082 downloads / 389 likes", "numeric_value": 555, "downloads_total": 1663082, "likes_total": 389, "spaces_count": 82, "repository_file_count": 108, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-VL-235B-A22B-Instruct", "source_title": "Qwen/Qwen3-VL-235B-A22B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-vl-235b-a22b", "target_model_version_slug": "alibaba-qwen-qwen3-vl-235b-a22b-thinking-current", "external_id": "Qwen/Qwen3-VL-235B-A22B-Thinking", "value_label": "8824 downloads / 396 likes", "numeric_value": 397, "downloads_total": 8824, "likes_total": 396, "spaces_count": 62, "repository_file_count": 108, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-VL-235B-A22B-Thinking", "source_title": "Qwen/Qwen3-VL-235B-A22B-Thinking Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-vl-embedding-8b", "target_model_version_slug": "alibaba-qwen-qwen3-vl-embedding-8b-current", "external_id": "Qwen/Qwen3-VL-Embedding-8B", "value_label": "939757 downloads / 414 likes", "numeric_value": 508, "downloads_total": 939757, "likes_total": 414, "spaces_count": 13, "repository_file_count": 22, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-VL-Embedding-8B", "source_title": "Qwen/Qwen3-VL-Embedding-8B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-vl-reranker-8b", "target_model_version_slug": "alibaba-qwen-qwen3-vl-reranker-8b-current", "external_id": "Qwen/Qwen3-VL-Reranker-8B", "value_label": "316933 downloads / 147 likes", "numeric_value": 179, "downloads_total": 316933, "likes_total": 147, "spaces_count": 5, "repository_file_count": 24, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3-VL-Reranker-8B", "source_title": "Qwen/Qwen3-VL-Reranker-8B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3guard-gen-8b", "target_model_version_slug": "alibaba-qwen-qwen3guard-gen-8b-current", "external_id": "Qwen/Qwen3Guard-Gen-8B", "value_label": "38957 downloads / 111 likes", "numeric_value": 115, "downloads_total": 38957, "likes_total": 111, "spaces_count": 1, "repository_file_count": 15, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3Guard-Gen-8B", "source_title": "Qwen/Qwen3Guard-Gen-8B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3guard-stream-8b", "target_model_version_slug": "alibaba-qwen-qwen3guard-stream-8b-current", "external_id": "Qwen/Qwen3Guard-Stream-8B", "value_label": "220 downloads / 36 likes", "numeric_value": 36, "downloads_total": 220, "likes_total": 36, "spaces_count": 0, "repository_file_count": 16, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/Qwen/Qwen3Guard-Stream-8B", "source_title": "Qwen/Qwen3Guard-Stream-8B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-coder-v2", "target_model_version_slug": "deepseek-coder-v2-instruct-current", "external_id": "deepseek-ai/DeepSeek-Coder-V2-Instruct", "value_label": "117317 downloads / 687 likes", "numeric_value": 699, "downloads_total": 117317, "likes_total": 687, "spaces_count": 77, "repository_file_count": 65, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Instruct", "source_title": "deepseek-ai/DeepSeek-Coder-V2-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-janus-pro", "target_model_version_slug": "deepseek-janus-pro-7b-current", "external_id": "deepseek-ai/Janus-Pro-7B", "value_label": "22965 downloads / 3605 likes", "numeric_value": 3607, "downloads_total": 22965, "likes_total": 3605, "spaces_count": 66, "repository_file_count": 13, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/Janus-Pro-7B", "source_title": "deepseek-ai/Janus-Pro-7B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-r1", "target_model_version_slug": "deepseek-r1-0528", "external_id": "deepseek-ai/DeepSeek-R1-0528", "value_label": "2844701 downloads / 2448 likes", "numeric_value": 2732, "downloads_total": 2844701, "likes_total": 2448, "spaces_count": 100, "repository_file_count": 174, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528", "source_title": "deepseek-ai/DeepSeek-R1-0528 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-r1", "target_model_version_slug": "deepseek-r1-current", "external_id": "deepseek-ai/DeepSeek-R1", "value_label": "4378429 downloads / 13340 likes", "numeric_value": 13778, "downloads_total": 4378429, "likes_total": 13340, "spaces_count": 100, "repository_file_count": 174, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-R1", "source_title": "deepseek-ai/DeepSeek-R1 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-v3-2", "target_model_version_slug": "deepseek-v3-2-current", "external_id": "deepseek-ai/DeepSeek-V3.2", "value_label": "4340993 downloads / 1436 likes", "numeric_value": 1870, "downloads_total": 4340993, "likes_total": 1436, "spaces_count": 100, "repository_file_count": 192, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-V3.2", "source_title": "deepseek-ai/DeepSeek-V3.2 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-v4-flash", "target_model_version_slug": "deepseek-v4-flash-current", "external_id": "deepseek-ai/DeepSeek-V4-Flash", "value_label": "2844334 downloads / 1216 likes", "numeric_value": 1500, "downloads_total": 2844334, "likes_total": 1216, "spaces_count": 40, "repository_file_count": 74, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash", "source_title": "deepseek-ai/DeepSeek-V4-Flash Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-v4-pro", "target_model_version_slug": "deepseek-v4-pro-current", "external_id": "deepseek-ai/DeepSeek-V4-Pro", "value_label": "4666078 downloads / 4227 likes", "numeric_value": 4694, "downloads_total": 4666078, "likes_total": 4227, "spaces_count": 100, "repository_file_count": 92, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro", "source_title": "deepseek-ai/DeepSeek-V4-Pro Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "deepseek-vl2", "target_model_version_slug": "deepseek-vl2-current", "external_id": "deepseek-ai/deepseek-vl2", "value_label": "5982 downloads / 381 likes", "numeric_value": 382, "downloads_total": 5982, "likes_total": 381, "spaces_count": 35, "repository_file_count": 16, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/deepseek-ai/deepseek-vl2", "source_title": "deepseek-ai/deepseek-vl2 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "google-embeddinggemma-300m", "target_model_version_slug": "google-embeddinggemma-300m-current", "external_id": "google/embeddinggemma-300m", "value_label": "1945402 downloads / 1663 likes", "numeric_value": 1858, "downloads_total": 1945402, "likes_total": 1663, "spaces_count": 100, "repository_file_count": 19, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/google/embeddinggemma-300m", "source_title": "google/embeddinggemma-300m Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "google-functiongemma-270m-it", "target_model_version_slug": "google-functiongemma-270m-it-current", "external_id": "google/functiongemma-270m-it", "value_label": "202739 downloads / 996 likes", "numeric_value": 1016, "downloads_total": 202739, "likes_total": 996, "spaces_count": 28, "repository_file_count": 12, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/google/functiongemma-270m-it", "source_title": "google/functiongemma-270m-it Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "google-gemma-3n-e4b-it", "target_model_version_slug": "google-gemma-3n-e4b-it-current", "external_id": "google/gemma-3n-E4B-it", "value_label": "26893 downloads / 914 likes", "numeric_value": 917, "downloads_total": 26893, "likes_total": 914, "spaces_count": 100, "repository_file_count": 17, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/google/gemma-3n-E4B-it", "source_title": "google/gemma-3n-E4B-it Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "google-gemma-4-31b-it", "target_model_version_slug": "google-gemma-4-31b-it-current", "external_id": "google/gemma-4-31B-it", "value_label": "10398435 downloads / 2763 likes", "numeric_value": 3803, "downloads_total": 10398435, "likes_total": 2763, "spaces_count": 100, "repository_file_count": 11, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/google/gemma-4-31B-it", "source_title": "google/gemma-4-31B-it Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "google-medgemma-1-5-4b-it", "target_model_version_slug": "google-medgemma-1-5-4b-it-current", "external_id": "google/medgemma-1.5-4b-it", "value_label": "192683 downloads / 625 likes", "numeric_value": 644, "downloads_total": 192683, "likes_total": 625, "spaces_count": 89, "repository_file_count": 15, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/google/medgemma-1.5-4b-it", "source_title": "google/medgemma-1.5-4b-it Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meituan-longcat-flash-chat", "target_model_version_slug": "meituan-longcat-flash-chat-phase-3-5", "external_id": "meituan-longcat/LongCat-Flash-Chat", "value_label": "85293 downloads / 534 likes", "numeric_value": 543, "downloads_total": 85293, "likes_total": 534, "spaces_count": 8, "repository_file_count": 86, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/meituan-longcat/LongCat-Flash-Chat", "source_title": "meituan-longcat/LongCat-Flash-Chat Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meituan-longcat-flash-omni", "target_model_version_slug": "meituan-longcat-flash-omni-phase-3-5", "external_id": "meituan-longcat/LongCat-Flash-Omni", "value_label": "54 downloads / 112 likes", "numeric_value": 112, "downloads_total": 54, "likes_total": 112, "spaces_count": 0, "repository_file_count": 104, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/meituan-longcat/LongCat-Flash-Omni", "source_title": "meituan-longcat/LongCat-Flash-Omni Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meituan-longcat-flash-thinking", "target_model_version_slug": "meituan-longcat-flash-thinking-phase-3-5", "external_id": "meituan-longcat/LongCat-Flash-Thinking", "value_label": "92 downloads / 148 likes", "numeric_value": 148, "downloads_total": 92, "likes_total": 148, "spaces_count": 1, "repository_file_count": 86, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/meituan-longcat/LongCat-Flash-Thinking", "source_title": "meituan-longcat/LongCat-Flash-Thinking Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "meta-dinov3", "target_model_version_slug": "meta-dinov3-current", "external_id": "facebookresearch/dinov3", "value_label": "10487 stars / 853 forks / 148 open issues", "numeric_value": 11488, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "stars_total": 10487, "forks_total": 853, "open_issues_total": 148, "period_start": null, "period_end": "2026-05-26T05:04:50.000Z", "requires_human_review": false, "recorded_at": "2026-05-26T05:04:50.000Z", "provenance": { "source_url": "https://github.com/facebookresearch/dinov3", "source_title": "facebookresearch/dinov3 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-26T05:04:50.000Z", "verification_status": "verified", "collected_at": "2026-05-26T05:04:50.000Z", "notes": "GitHub repository counters are public activity signals only. 10487 stars / 853 forks / 148 open issues. numeric_value combines stars, forks, and open issues for deterministic sorting." }, "limitations": "GitHub counters are public repository activity for DINOv3. This is not a subjective score or market-share estimate." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-1-405b-instruct", "target_model_version_slug": "meta-llama-3-1-405b-instruct-current", "external_id": "meta-llama/Llama-3.1-405B-Instruct", "value_label": "227814 downloads / 594 likes", "numeric_value": 617, "downloads_total": 227814, "likes_total": 594, "spaces_count": 100, "repository_file_count": 584, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.1-405B-Instruct", "source_title": "meta-llama/Llama-3.1-405B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-1-70b-instruct", "target_model_version_slug": "meta-llama-3-1-70b-instruct-current", "external_id": "meta-llama/Llama-3.1-70B-Instruct", "value_label": "757264 downloads / 919 likes", "numeric_value": 995, "downloads_total": 757264, "likes_total": 919, "spaces_count": 100, "repository_file_count": 50, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct", "source_title": "meta-llama/Llama-3.1-70B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-1-8b-instruct", "target_model_version_slug": "meta-llama-3-1-8b-instruct-current", "external_id": "meta-llama/Llama-3.1-8B-Instruct", "value_label": "10578535 downloads / 5894 likes", "numeric_value": 6952, "downloads_total": 10578535, "likes_total": 5894, "spaces_count": 100, "repository_file_count": 17, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct", "source_title": "meta-llama/Llama-3.1-8B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-2-11b-vision-instruct", "target_model_version_slug": "meta-llama-3-2-11b-vision-instruct-current", "external_id": "meta-llama/Llama-3.2-11B-Vision-Instruct", "value_label": "265659 downloads / 1593 likes", "numeric_value": 1620, "downloads_total": 265659, "likes_total": 1593, "spaces_count": 100, "repository_file_count": 20, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.2-11B-Vision-Instruct", "source_title": "meta-llama/Llama-3.2-11B-Vision-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-2-1b-instruct", "target_model_version_slug": "meta-llama-3-2-1b-instruct-current", "external_id": "meta-llama/Llama-3.2-1B-Instruct", "value_label": "8056945 downloads / 1429 likes", "numeric_value": 2235, "downloads_total": 8056945, "likes_total": 1429, "spaces_count": 100, "repository_file_count": 13, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct", "source_title": "meta-llama/Llama-3.2-1B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-2-3b-instruct", "target_model_version_slug": "meta-llama-3-2-3b-instruct-current", "external_id": "meta-llama/Llama-3.2-3B-Instruct", "value_label": "2090260 downloads / 2145 likes", "numeric_value": 2354, "downloads_total": 2090260, "likes_total": 2145, "spaces_count": 100, "repository_file_count": 16, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct", "source_title": "meta-llama/Llama-3.2-3B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-2-90b-vision-instruct", "target_model_version_slug": "meta-llama-3-2-90b-vision-instruct-current", "external_id": "meta-llama/Llama-3.2-90B-Vision-Instruct", "value_label": "4633 downloads / 357 likes", "numeric_value": 357, "downloads_total": 4633, "likes_total": 357, "spaces_count": 97, "repository_file_count": 59, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.2-90B-Vision-Instruct", "source_title": "meta-llama/Llama-3.2-90B-Vision-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-3-3-70b-instruct", "target_model_version_slug": "meta-llama-3-3-70b-instruct-current", "external_id": "meta-llama/Llama-3.3-70B-Instruct", "value_label": "951361 downloads / 2777 likes", "numeric_value": 2872, "downloads_total": 951361, "likes_total": 2777, "spaces_count": 100, "repository_file_count": 53, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct", "source_title": "meta-llama/Llama-3.3-70B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-4-maverick-17b-128e-instruct", "target_model_version_slug": "meta-llama-4-maverick-17b-128e-instruct-current", "external_id": "meta-llama/Llama-4-Maverick-17B-128E-Instruct", "value_label": "37686 downloads / 487 likes", "numeric_value": 491, "downloads_total": 37686, "likes_total": 487, "spaces_count": 100, "repository_file_count": 69, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct", "source_title": "meta-llama/Llama-4-Maverick-17B-128E-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-4-scout-17b-16e-instruct", "target_model_version_slug": "meta-llama-4-scout-17b-16e-instruct-current", "external_id": "meta-llama/Llama-4-Scout-17B-16E-Instruct", "value_label": "409477 downloads / 1289 likes", "numeric_value": 1330, "downloads_total": 409477, "likes_total": 1289, "spaces_count": 100, "repository_file_count": 64, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Instruct", "source_title": "meta-llama/Llama-4-Scout-17B-16E-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-llama-guard-4-12b", "target_model_version_slug": "meta-llama-guard-4-12b-current", "external_id": "meta-llama/Llama-Guard-4-12B", "value_label": "142741 downloads / 98 likes", "numeric_value": 112, "downloads_total": 142741, "likes_total": 98, "spaces_count": 100, "repository_file_count": 20, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/meta-llama/Llama-Guard-4-12B", "source_title": "meta-llama/Llama-Guard-4-12B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-sam-3-1", "target_model_version_slug": "meta-sam-3-1-current", "external_id": "facebook/sam3.1", "value_label": "319095 downloads / 286 likes", "numeric_value": 318, "downloads_total": 319095, "likes_total": 286, "spaces_count": 4, "repository_file_count": 12, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/facebook/sam3.1", "source_title": "facebook/sam3.1 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "meta-sam-3", "target_model_version_slug": "meta-sam-3-current", "external_id": "facebook/sam3", "value_label": "2624571 downloads / 2045 likes", "numeric_value": 2307, "downloads_total": 2624571, "likes_total": 2045, "spaces_count": 96, "repository_file_count": 12, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/facebook/sam3", "source_title": "facebook/sam3 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "meta-sam-3d", "target_model_version_slug": "meta-sam-3d-current", "external_id": "facebookresearch/sam-3d-objects", "value_label": "6687 stars / 801 forks / 103 open issues", "numeric_value": 7591, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "stars_total": 6687, "forks_total": 801, "open_issues_total": 103, "period_start": null, "period_end": "2026-05-26T05:04:50.000Z", "requires_human_review": false, "recorded_at": "2026-05-26T05:04:50.000Z", "provenance": { "source_url": "https://github.com/facebookresearch/sam-3d-objects", "source_title": "facebookresearch/sam-3d-objects GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-26T05:04:50.000Z", "verification_status": "verified", "collected_at": "2026-05-26T05:04:50.000Z", "notes": "GitHub repository counters are public activity signals only. 6687 stars / 801 forks / 103 open issues. numeric_value combines stars, forks, and open issues for deterministic sorting." }, "limitations": "GitHub counters are public repository activity for SAM 3D Objects. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "meta-sam-audio", "target_model_version_slug": "meta-sam-audio-current", "external_id": "facebookresearch/sam-audio", "value_label": "3508 stars / 316 forks / 48 open issues", "numeric_value": 3872, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "stars_total": 3508, "forks_total": 316, "open_issues_total": 48, "period_start": null, "period_end": "2026-05-26T05:04:50.000Z", "requires_human_review": false, "recorded_at": "2026-05-26T05:04:50.000Z", "provenance": { "source_url": "https://github.com/facebookresearch/sam-audio", "source_title": "facebookresearch/sam-audio GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-26T05:04:50.000Z", "verification_status": "verified", "collected_at": "2026-05-26T05:04:50.000Z", "notes": "GitHub repository counters are public activity signals only. 3508 stars / 316 forks / 48 open issues. numeric_value combines stars, forks, and open issues for deterministic sorting." }, "limitations": "GitHub counters are public repository activity for SAM Audio. This is not a subjective score or market-share estimate." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "minimax-m2-5", "target_model_version_slug": "minimax-m2-5-phase-3-5", "external_id": "MiniMaxAI/MiniMax-M2.5", "value_label": "782744 downloads / 1484 likes", "numeric_value": 1562, "downloads_total": 782744, "likes_total": 1484, "spaces_count": 100, "repository_file_count": 163, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/MiniMaxAI/MiniMax-M2.5", "source_title": "MiniMaxAI/MiniMax-M2.5 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "minimax-m2-7", "target_model_version_slug": "minimax-m2-7-phase-3-5", "external_id": "MiniMaxAI/MiniMax-M2.7", "value_label": "810560 downloads / 1143 likes", "numeric_value": 1224, "downloads_total": 810560, "likes_total": 1143, "spaces_count": 92, "repository_file_count": 151, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/MiniMaxAI/MiniMax-M2.7", "source_title": "MiniMaxAI/MiniMax-M2.7 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "mistral-large-3", "target_model_version_slug": "mistral-large-3-phase-3-5", "external_id": "mistralai/Mistral-Large-3-675B-Instruct-2512", "value_label": "1656 downloads / 228 likes", "numeric_value": 228, "downloads_total": 1656, "likes_total": 228, "spaces_count": 92, "repository_file_count": 283, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/mistralai/Mistral-Large-3-675B-Instruct-2512", "source_title": "mistralai/Mistral-Large-3-675B-Instruct-2512 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "mistral-small-4", "target_model_version_slug": "mistral-small-4-phase-3-5", "external_id": "mistralai/Mistral-Small-4-119B-2603", "value_label": "62847 downloads / 379 likes", "numeric_value": 385, "downloads_total": 62847, "likes_total": 379, "spaces_count": 13, "repository_file_count": 28, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/mistralai/Mistral-Small-4-119B-2603", "source_title": "mistralai/Mistral-Small-4-119B-2603 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "moonshot-kimi-kimi-k2-5", "target_model_version_slug": "moonshot-kimi-kimi-k2-5-current", "external_id": "moonshotai/Kimi-K2.5", "value_label": "1473854 downloads / 2794 likes", "numeric_value": 2941, "downloads_total": 1473854, "likes_total": 2794, "spaces_count": 100, "repository_file_count": 87, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/moonshotai/Kimi-K2.5", "source_title": "moonshotai/Kimi-K2.5 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "moonshot-kimi-kimi-k2-6", "target_model_version_slug": "moonshot-kimi-kimi-k2-6-current", "external_id": "moonshotai/Kimi-K2.6", "value_label": "2709464 downloads / 1336 likes", "numeric_value": 1607, "downloads_total": 2709464, "likes_total": 1336, "spaces_count": 81, "repository_file_count": 96, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/moonshotai/Kimi-K2.6", "source_title": "moonshotai/Kimi-K2.6 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "moonshot-kimi-kimi-vl-a3b", "target_model_version_slug": "moonshot-kimi-kimi-vl-a3b-instruct-current", "external_id": "moonshotai/Kimi-VL-A3B-Instruct", "value_label": "286457 downloads / 259 likes", "numeric_value": 288, "downloads_total": 286457, "likes_total": 259, "spaces_count": 0, "repository_file_count": 25, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/moonshotai/Kimi-VL-A3B-Instruct", "source_title": "moonshotai/Kimi-VL-A3B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "moonshot-kimi-kimi-vl-a3b", "target_model_version_slug": "moonshot-kimi-kimi-vl-a3b-thinking-current", "external_id": "moonshotai/Kimi-VL-A3B-Thinking", "value_label": "134715 downloads / 446 likes", "numeric_value": 459, "downloads_total": 134715, "likes_total": 446, "spaces_count": 21, "repository_file_count": 26, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/moonshotai/Kimi-VL-A3B-Thinking", "source_title": "moonshotai/Kimi-VL-A3B-Thinking Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "openai-gpt-oss-120b", "target_model_version_slug": "openai-gpt-oss-120b-current", "external_id": "openai/gpt-oss-120b", "value_label": "5035866 downloads / 4798 likes", "numeric_value": 5302, "downloads_total": 5035866, "likes_total": 4798, "spaces_count": 100, "repository_file_count": 37, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/openai/gpt-oss-120b", "source_title": "openai/gpt-oss-120b Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "openai-gpt-oss-20b", "target_model_version_slug": "openai-gpt-oss-20b-current", "external_id": "openai/gpt-oss-20b", "value_label": "8026383 downloads / 4635 likes", "numeric_value": 5438, "downloads_total": 8026383, "likes_total": 4635, "spaces_count": 100, "repository_file_count": 18, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/openai/gpt-oss-20b", "source_title": "openai/gpt-oss-20b Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "stepfun-step-3-5-flash", "target_model_version_slug": "stepfun-step-3-5-flash-phase-3-5", "external_id": "stepfun-ai/Step-3.5-Flash", "value_label": "295716 downloads / 812 likes", "numeric_value": 842, "downloads_total": 295716, "likes_total": 812, "spaces_count": 62, "repository_file_count": 62, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/stepfun-ai/Step-3.5-Flash", "source_title": "stepfun-ai/Step-3.5-Flash Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "xiaomi-mimo-v2-5-asr", "target_model_version_slug": "xiaomi-mimo-v2-5-asr-phase-3-5", "external_id": "XiaomiMiMo/MiMo-V2.5-ASR", "value_label": "2372 downloads / 84 likes", "numeric_value": 84, "downloads_total": 2372, "likes_total": 84, "spaces_count": 1, "repository_file_count": 22, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/XiaomiMiMo/MiMo-V2.5-ASR", "source_title": "XiaomiMiMo/MiMo-V2.5-ASR Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "xiaomi-mimo-v2-5", "target_model_version_slug": "xiaomi-mimo-v2-5-phase-3-5", "external_id": "XiaomiMiMo/MiMo-V2.5", "value_label": "191842 downloads / 251 likes", "numeric_value": 270, "downloads_total": 191842, "likes_total": 251, "spaces_count": 0, "repository_file_count": 39, "period_start": null, "period_end": "2026-05-25T03:16:12.023Z", "requires_human_review": false, "recorded_at": "2026-05-25T03:16:12.023Z", "provenance": { "source_url": "https://huggingface.co/XiaomiMiMo/MiMo-V2.5", "source_title": "XiaomiMiMo/MiMo-V2.5 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T03:16:12.023Z", "verification_status": "verified", "collected_at": "2026-05-25T03:16:12.023Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "xiaomi-mimo-v2-5-pro", "target_model_version_slug": "xiaomi-mimo-v2-5-pro-phase-3-5", "external_id": "XiaomiMiMo/MiMo-V2.5-Pro", "value_label": "78084 downloads / 544 likes", "numeric_value": 552, "downloads_total": 78084, "likes_total": 544, "spaces_count": 4, "repository_file_count": 50, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/XiaomiMiMo/MiMo-V2.5-Pro", "source_title": "XiaomiMiMo/MiMo-V2.5-Pro Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "zhipu-glm-5-1", "target_model_version_slug": "zhipu-glm-5-1-phase-3-5", "external_id": "zai-org/GLM-5.1", "value_label": "175311 downloads / 1687 likes", "numeric_value": 1705, "downloads_total": 175311, "likes_total": 1687, "spaces_count": 65, "repository_file_count": 300, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/zai-org/GLM-5.1", "source_title": "zai-org/GLM-5.1 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "zhipu-glm-5", "target_model_version_slug": "zhipu-glm-5-phase-3-5", "external_id": "zai-org/GLM-5", "value_label": "198684 downloads / 2088 likes", "numeric_value": 2108, "downloads_total": 198684, "likes_total": 2088, "spaces_count": 100, "repository_file_count": 299, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/zai-org/GLM-5", "source_title": "zai-org/GLM-5 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "zhipu-glm-image", "target_model_version_slug": "zhipu-glm-image-phase-3-5", "external_id": "zai-org/GLM-Image", "value_label": "3242 downloads / 1070 likes", "numeric_value": 1070, "downloads_total": 3242, "likes_total": 1070, "spaces_count": 52, "repository_file_count": 27, "period_start": null, "period_end": "2026-05-25T05:36:12.421Z", "requires_human_review": false, "recorded_at": "2026-05-25T05:36:12.421Z", "provenance": { "source_url": "https://huggingface.co/zai-org/GLM-Image", "source_title": "zai-org/GLM-Image Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T05:36:12.421Z", "verification_status": "verified", "collected_at": "2026-05-25T05:36:12.421Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "tencent-hy-2-0-instruct", "target_model_version_slug": "tencent-hy-2-0-instruct-phase-3-5", "external_id": "tencent/Hunyuan-A13B-Instruct", "value_label": "44763 downloads / 794 likes", "numeric_value": 798, "downloads_total": 44763, "likes_total": 794, "spaces_count": 4, "repository_file_count": 46, "period_start": null, "period_end": "2026-05-25T06:43:20.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T06:43:20.000Z", "provenance": { "source_url": "https://huggingface.co/tencent/Hunyuan-A13B-Instruct", "source_title": "tencent/Hunyuan-A13B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T06:43:20.000Z", "verification_status": "verified", "collected_at": "2026-05-25T06:43:20.000Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "tencent-hy-image-3-0", "target_model_version_slug": "tencent-hy-image-3-0-phase-3-5", "external_id": "tencent/HunyuanImage-3.0", "value_label": "703934 downloads / 1081 likes", "numeric_value": 1151, "downloads_total": 703934, "likes_total": 1081, "spaces_count": 52, "repository_file_count": 84, "period_start": null, "period_end": "2026-05-25T06:43:20.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T06:43:20.000Z", "provenance": { "source_url": "https://huggingface.co/tencent/HunyuanImage-3.0", "source_title": "tencent/HunyuanImage-3.0 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T06:43:20.000Z", "verification_status": "verified", "collected_at": "2026-05-25T06:43:20.000Z", "notes": "Hugging Face API values are public model-card counters and are not global adoption totals." }, "limitations": "This public signal reports observable Hugging Face activity only; it is not a subjective score." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-6-plus", "target_model_version_slug": "alibaba-qwen-qwen3-6-plus-current", "external_id": "QwenLM/Qwen3", "value_label": "27256 stars / 1982 forks", "numeric_value": 27454, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3", "source_title": "QwenLM/Qwen3 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-6-flash", "target_model_version_slug": "alibaba-qwen-qwen3-6-flash-current", "external_id": "QwenLM/Qwen3", "value_label": "27256 stars / 1982 forks", "numeric_value": 27454, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3", "source_title": "QwenLM/Qwen3 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-6-max-preview", "target_model_version_slug": "alibaba-qwen-qwen3-6-max-preview-current", "external_id": "QwenLM/Qwen3", "value_label": "27256 stars / 1982 forks", "numeric_value": 27454, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3", "source_title": "QwenLM/Qwen3 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-omni-flash", "target_model_version_slug": "alibaba-qwen-qwen3-omni-flash-current", "external_id": "QwenLM/Qwen3-Omni", "value_label": "3780 stars / 261 forks", "numeric_value": 3806, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3-Omni", "source_title": "QwenLM/Qwen3-Omni GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3-Omni, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3-Omni, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-tts", "target_model_version_slug": "alibaba-qwen-qwen3-tts-flash-current", "external_id": "QwenLM/Qwen3-TTS", "value_label": "11543 stars / 1505 forks", "numeric_value": 11694, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3-TTS", "source_title": "QwenLM/Qwen3-TTS GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-tts", "target_model_version_slug": "alibaba-qwen-qwen3-tts-instruct-flash-current", "external_id": "QwenLM/Qwen3-TTS", "value_label": "11543 stars / 1505 forks", "numeric_value": 11694, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3-TTS", "source_title": "QwenLM/Qwen3-TTS GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-tts-realtime", "target_model_version_slug": "alibaba-qwen-qwen3-tts-flash-realtime-current", "external_id": "QwenLM/Qwen3-TTS", "value_label": "11543 stars / 1505 forks", "numeric_value": 11694, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3-TTS", "source_title": "QwenLM/Qwen3-TTS GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen3-tts-realtime", "target_model_version_slug": "alibaba-qwen-qwen3-tts-instruct-flash-realtime-current", "external_id": "QwenLM/Qwen3-TTS", "value_label": "11543 stars / 1505 forks", "numeric_value": 11694, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen3-TTS", "source_title": "QwenLM/Qwen3-TTS GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage." }, "limitations": "GitHub counters are family-level public repository activity for Qwen3-TTS, not per-SKU provider usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-cosyvoice", "target_model_version_slug": "alibaba-qwen-cosyvoice-v3-plus-current", "external_id": "FunAudioLLM/CosyVoice", "value_label": "21232 stars / 2452 forks", "numeric_value": 21477, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/FunAudioLLM/CosyVoice", "source_title": "FunAudioLLM/CosyVoice GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for CosyVoice, not Alibaba Cloud API usage." }, "limitations": "GitHub counters are family-level public repository activity for CosyVoice, not Alibaba Cloud API usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-cosyvoice", "target_model_version_slug": "alibaba-qwen-cosyvoice-v3-flash-current", "external_id": "FunAudioLLM/CosyVoice", "value_label": "21232 stars / 2452 forks", "numeric_value": 21477, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/FunAudioLLM/CosyVoice", "source_title": "FunAudioLLM/CosyVoice GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for CosyVoice, not Alibaba Cloud API usage." }, "limitations": "GitHub counters are family-level public repository activity for CosyVoice, not Alibaba Cloud API usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-qwen-image-2-0-pro", "target_model_version_slug": "alibaba-qwen-qwen-image-2-0-pro-current", "external_id": "QwenLM/Qwen-Image", "value_label": "7926 stars / 495 forks", "numeric_value": 7976, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/QwenLM/Qwen-Image", "source_title": "QwenLM/Qwen-Image GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are public repository activity for Qwen-Image, not provider API usage." }, "limitations": "GitHub counters are public repository activity for Qwen-Image, not provider API usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-wan-2-6-image", "target_model_version_slug": "alibaba-qwen-wan-2-6-image-current", "external_id": "Wan-Video/Wan2.2", "value_label": "15904 stars / 1964 forks", "numeric_value": 16100, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": true, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/Wan-Video/Wan2.2", "source_title": "Wan-Video/Wan2.2 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "medium", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are adjacent Wan open-model repository activity; the tracked 2.6 API SKUs remain vendor-version rows." }, "limitations": "GitHub counters are adjacent Wan open-model repository activity; the tracked 2.6 API SKUs remain vendor-version rows. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "alibaba-qwen-wan-2-6-i2v", "target_model_version_slug": "alibaba-qwen-wan-2-6-i2v-current", "external_id": "Wan-Video/Wan2.2", "value_label": "15904 stars / 1964 forks", "numeric_value": 16100, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": true, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/Wan-Video/Wan2.2", "source_title": "Wan-Video/Wan2.2 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "medium", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are adjacent Wan open-model repository activity; the tracked 2.6 API SKUs remain vendor-version rows." }, "limitations": "GitHub counters are adjacent Wan open-model repository activity; the tracked 2.6 API SKUs remain vendor-version rows. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "bytedance-seed2-0", "target_model_version_slug": "bytedance-seed2-0-phase-3-5", "external_id": "ByteDance-Seed/Seed2.0", "value_label": "33 stars / 2 forks", "numeric_value": 33, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/ByteDance-Seed/Seed2.0", "source_title": "ByteDance-Seed/Seed2.0 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are public repository activity for the Seed2.0 source surface, not product API usage." }, "limitations": "GitHub counters are public repository activity for the Seed2.0 source surface, not product API usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "bytedance-seed1-5-vl", "target_model_version_slug": "bytedance-seed1-5-vl-phase-3-5", "external_id": "ByteDance-Seed/Seed1.5-VL", "value_label": "1575 stars / 66 forks", "numeric_value": 1582, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/ByteDance-Seed/Seed1.5-VL", "source_title": "ByteDance-Seed/Seed1.5-VL GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are public repository activity for Seed1.5-VL, not product API usage." }, "limitations": "GitHub counters are public repository activity for Seed1.5-VL, not product API usage. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "tencent-hy-3d-3-1", "target_model_version_slug": "tencent-hy-3d-3-1-phase-3-5", "external_id": "Tencent-Hunyuan/Hunyuan3D-2.1", "value_label": "3466 stars / 507 forks", "numeric_value": 3517, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": true, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/Tencent-Hunyuan/Hunyuan3D-2.1", "source_title": "Tencent-Hunyuan/Hunyuan3D-2.1 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "medium", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are adjacent Hunyuan 3D family activity; the catalog row tracks the newer Tencent HY 3D 3.1 surface." }, "limitations": "GitHub counters are adjacent Hunyuan 3D family activity; the catalog row tracks the newer Tencent HY 3D 3.1 surface. This is not a subjective score or market-share estimate." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "tencent-hy-2-0-think", "target_model_version_slug": "tencent-hy-2-0-think-phase-3-5", "external_id": "tencent/Hunyuan-A13B-Instruct", "value_label": "44802 downloads / 794 likes", "numeric_value": 798, "downloads_total": 44802, "likes_total": 794, "spaces_count": 4, "repository_file_count": 46, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": true, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://huggingface.co/tencent/Hunyuan-A13B-Instruct", "source_title": "tencent/Hunyuan-A13B-Instruct Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "medium", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "Hugging Face model-card counters are public activity signals only. Hugging Face counters are adjacent Hunyuan A13B family activity and do not prove the Tencent HY 2.0 Think SKU is available on that platform." }, "limitations": "Hugging Face counters are adjacent Hunyuan A13B family activity and do not prove the Tencent HY 2.0 Think SKU is available on that platform. This is not a subjective score or market-share estimate." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "stepfun-step-3", "target_model_version_slug": "stepfun-step-3-phase-3-5", "external_id": "stepfun-ai/step3", "value_label": "182929 downloads / 166 likes", "numeric_value": 184, "downloads_total": 182929, "likes_total": 166, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://huggingface.co/stepfun-ai/step3", "source_title": "stepfun-ai/step3 Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "Hugging Face model-card counters are public activity signals only. Hugging Face counters are public model-card activity for stepfun-ai/step3 only." }, "limitations": "Hugging Face counters are public model-card activity for stepfun-ai/step3 only. This is not a subjective score or market-share estimate." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "stepfun-step-1o-turbo-vision", "target_model_version_slug": "stepfun-step-1o-turbo-vision-phase-3-5", "external_id": "stepfun-ai/Step3-VL-10B", "value_label": "481881 downloads / 407 likes", "numeric_value": 455, "downloads_total": 481881, "likes_total": 407, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": true, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://huggingface.co/stepfun-ai/Step3-VL-10B", "source_title": "stepfun-ai/Step3-VL-10B Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "medium", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "Hugging Face model-card counters are public activity signals only. Hugging Face counters are adjacent Step3 vision-language family activity; the tracked API SKU remains step-1o-turbo-vision." }, "limitations": "Hugging Face counters are adjacent Step3 vision-language family activity; the tracked API SKU remains step-1o-turbo-vision. This is not a subjective score or market-share estimate." }, { "signal_source": "huggingface", "signal_kind": "model_card_activity", "target_type": "model_version", "target_model_slug": "stepfun-stepaudio-2-5-tts", "target_model_version_slug": "stepfun-stepaudio-2-5-tts-phase-3-5", "external_id": "stepfun-ai/Step-Audio-2-mini", "value_label": "2776 downloads / 255 likes", "numeric_value": 255, "downloads_total": 2776, "likes_total": 255, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": true, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://huggingface.co/stepfun-ai/Step-Audio-2-mini", "source_title": "stepfun-ai/Step-Audio-2-mini Hugging Face model card API", "source_type": "community", "source_priority": "P1", "confidence": "medium", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "Hugging Face model-card counters are public activity signals only. Hugging Face counters are adjacent Step-Audio family activity; the tracked API SKU remains stepaudio-2.5-tts." }, "limitations": "Hugging Face counters are adjacent Step-Audio family activity; the tracked API SKU remains stepaudio-2.5-tts. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "tencent-hy-image-3-0", "target_model_version_slug": "tencent-hy-image-3-0-phase-3-5", "external_id": "Tencent-Hunyuan/HunyuanImage-3.0", "value_label": "3084 stars / 164 forks", "numeric_value": 3100, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/Tencent-Hunyuan/HunyuanImage-3.0", "source_title": "Tencent-Hunyuan/HunyuanImage-3.0 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are public repository activity for HunyuanImage-3.0." }, "limitations": "GitHub counters are public repository activity for HunyuanImage-3.0. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "minimax-m2-5", "target_model_version_slug": "minimax-m2-5-phase-3-5", "external_id": "MiniMax-AI/MiniMax-M2", "value_label": "2593 stars / 214 forks", "numeric_value": 2614, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/MiniMax-AI/MiniMax-M2", "source_title": "MiniMax-AI/MiniMax-M2 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for MiniMax-M2." }, "limitations": "GitHub counters are family-level public repository activity for MiniMax-M2. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "minimax-m2-7", "target_model_version_slug": "minimax-m2-7-phase-3-5", "external_id": "MiniMax-AI/MiniMax-M2", "value_label": "2593 stars / 214 forks", "numeric_value": 2614, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/MiniMax-AI/MiniMax-M2", "source_title": "MiniMax-AI/MiniMax-M2 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for MiniMax-M2." }, "limitations": "GitHub counters are family-level public repository activity for MiniMax-M2. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "deepseek-janus-pro", "target_model_version_slug": "deepseek-janus-pro-7b-current", "external_id": "deepseek-ai/Janus", "value_label": "17731 stars / 2234 forks", "numeric_value": 17954, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-25T09:45:00.000Z", "requires_human_review": false, "recorded_at": "2026-05-25T09:45:00.000Z", "provenance": { "source_url": "https://github.com/deepseek-ai/Janus", "source_title": "deepseek-ai/Janus GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-25T09:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-25T09:45:00.000Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Janus." }, "limitations": "GitHub counters are family-level public repository activity for Janus. This is not a subjective score or market-share estimate." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "deepseek-v3-2", "target_model_version_slug": "deepseek-v3-2-current", "external_id": "deepseek-ai/DeepSeek-V3", "value_label": "103623 stars / 16746 forks / 219 open issues", "numeric_value": 120588, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-26T04:37:10.891Z", "requires_human_review": false, "recorded_at": "2026-05-26T04:37:10.891Z", "provenance": { "source_url": "https://github.com/deepseek-ai/DeepSeek-V3", "source_title": "deepseek-ai/DeepSeek-V3 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-26T04:37:10.891Z", "verification_status": "verified", "collected_at": "2026-05-26T04:37:10.891Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for DeepSeek-V3/V3.2; numeric_value combines stars, forks, and open issues." }, "limitations": "GitHub counters are family-level public repository activity for DeepSeek-V3/V3.2. This is not a subjective score, market-share estimate, or full usage metric." }, { "signal_source": "github", "signal_kind": "repository_activity", "target_type": "model_version", "target_model_slug": "moonshot-kimi-kimi-k2-6", "target_model_version_slug": "moonshot-kimi-kimi-k2-6-current", "external_id": "MoonshotAI/Kimi-K2", "value_label": "10807 stars / 843 forks / 67 open issues", "numeric_value": 11717, "downloads_total": null, "likes_total": null, "spaces_count": null, "repository_file_count": null, "period_start": null, "period_end": "2026-05-26T04:37:10.891Z", "requires_human_review": false, "recorded_at": "2026-05-26T04:37:10.891Z", "provenance": { "source_url": "https://github.com/MoonshotAI/Kimi-K2", "source_title": "MoonshotAI/Kimi-K2 GitHub repository API", "source_type": "community", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-26T04:37:10.891Z", "verification_status": "verified", "collected_at": "2026-05-26T04:37:10.891Z", "notes": "GitHub repository counters are public activity signals only. GitHub counters are family-level public repository activity for Kimi-K2; numeric_value combines stars, forks, and open issues." }, "limitations": "GitHub counters are family-level public repository activity for Kimi-K2. This is not a subjective score, market-share estimate, or full usage metric." } ], "failures": [], "data_label": "Public review and reputation signals" }