{"schema_version":"onlylabs.public_analysis.v1","url":"https://onlylabs.fyi/analysis/tencent-hunyuan","json_url":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","evidence_json_url":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","generated_at":"2026-06-11T18:16:29.596Z","analysis":{"org_slug":"tencent-hunyuan","url":"https://onlylabs.fyi/analysis/tencent-hunyuan","json_url":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","evidence_json_url":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","dossier_url":"https://onlylabs.fyi/labs/tencent-hunyuan","org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab","category_label":"Frontier lab","homepage_url":"https://hunyuan.tencent.com/"},"title":"Tencent Hunyuan analysis","summary":"Tencent Hunyuan is running broad on open-weight generative media — its public footprint skews heavily toward 3D, video, image, and world-model generation rather than chat LLMs. The most-downloaded asset is a frontier-scale ~298B-param model (tencent/Hy3-preview, 90k downloads/30d), but the highest-starred surface area on GitHub is its visual-generation stack (Hunyuan3D, HunyuanVideo). It is also pushing into newer…","markdown":"## Thesis\n[Tencent Hunyuan](https://hunyuan.tencent.com/) is running broad on open-weight generative media — its public footprint skews heavily toward 3D, video, image, and world-model generation rather than chat LLMs. The most-downloaded asset is a frontier-scale ~298B-param model ([tencent/Hy3-preview](https://huggingface.co/tencent/Hy3-preview), 90k downloads/30d), but the highest-starred surface area on GitHub is its visual-generation stack (Hunyuan3D, HunyuanVideo). It is also pushing into newer modalities — machine translation, audio chat, embodied/robotics, GUI agents, and persistent world models.\n\n## Shipping\nOn Hugging Face, the headline model is [tencent/Hy3-preview](https://huggingface.co/tencent/Hy3-preview) (~298.8B params, 90,043 downloads/30d, 271 likes), accompanied by its base variant [tencent/Hy3-preview-Base](https://huggingface.co/tencent/Hy3-preview-Base) (305 downloads, 24 likes). A full machine-translation line is live — [tencent/Hy-MT2-1.8B](https://huggingface.co/tencent/Hy-MT2-1.8B) (22,884 downloads, 1,101 likes — the most-liked model in the set), [tencent/Hy-MT2-7B](https://huggingface.co/tencent/Hy-MT2-7B) (12,990 downloads), the MoE [tencent/Hy-MT2-30B-A3B](https://huggingface.co/tencent/Hy-MT2-30B-A3B) (6,249 downloads, 453 likes), plus aggressively quantized MT1.5 builds at 2-bit ([tencent/Hy-MT1.5-1.8B-2bit](https://huggingface.co/tencent/Hy-MT1.5-1.8B-2bit), 564 downloads) and 1.25-bit ([tencent/Hy-MT1.5-1.8B-1.25bit](https://huggingface.co/tencent/Hy-MT1.5-1.8B-1.25bit), 332 downloads). Beyond text: [tencent/Covo-Audio-Chat](https://huggingface.co/tencent/Covo-Audio-Chat) (14,760 downloads), the world model [tencent/HY-World-2.0](https://huggingface.co/tencent/HY-World-2.0) (3,716 downloads, 665 likes), image generation via [tencent/HunyuanImage-3.0-Instruct-Distil](https://huggingface.co/tencent/HunyuanImage-3.0-Instruct-Distil) (2,670 downloads), the [tencent/Penguin-VL-2B](https://huggingface.co/tencent/Penguin-VL-2B) / [tencent/Penguin-Encoder](https://huggingface.co/tencent/Penguin-Encoder) vision pair, embodied models [tencent/HY-Embodied-0.5](https://huggingface.co/tencent/HY-Embodied-0.5) (908 likes against just 736 downloads) and [tencent/HY-Embodied-0.5-X](https://huggingface.co/tencent/HY-Embodied-0.5-X), and a GUI agent model [tencent/POINTS-GUI-G](https://huggingface.co/tencent/POINTS-GUI-G).\n\nOn GitHub the visual-generation stack dominates: [Hunyuan3D-2](https://github.com/Tencent-Hunyuan/Hunyuan3D-2) (13,900 stars) leads, followed by [HunyuanVideo](https://github.com/Tencent-Hunyuan/HunyuanVideo) (12,179), [HunyuanVideo-1.5](https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5) (4,467), [HunyuanDiT](https://github.com/Tencent-Hunyuan/HunyuanDiT) (4,293), [Hunyuan3D-2.1](https://github.com/Tencent-Hunyuan/Hunyuan3D-2.1) (3,519), [Hunyuan3D-1](https://github.com/Tencent-Hunyuan/Hunyuan3D-1) (3,475), [HunyuanImage-3.0](https://github.com/Tencent-Hunyuan/HunyuanImage-3.0) (3,117), [HunyuanWorld-1.0](https://github.com/Tencent-Hunyuan/HunyuanWorld-1.0) (2,844), [HY-Motion-1.0](https://github.com/Tencent-Hunyuan/HY-Motion-1.0) (2,384), [HY-World-2.0](https://github.com/Tencent-Hunyuan/HY-World-2.0) (2,191), [HunyuanVideo-Avatar](https://github.com/Tencent-Hunyuan/HunyuanVideo-Avatar) (2,111), and [HunyuanVideo-I2V](https://github.com/Tencent-Hunyuan/HunyuanVideo-I2V) (1,824). No formal release entries were captured.\n\n## Research themes\nNo first-party writing captured yet.\n\n## Hiring & scaling\nNo careers data captured yet.\n\n## Traction highlights\n- **Most-starred repos:** [Hunyuan3D-2](https://github.com/Tencent-Hunyuan/Hunyuan3D-2) (13,900 stars) and [HunyuanVideo](https://github.com/Tencent-Hunyuan/HunyuanVideo) (12,179 stars) are the clear anchors.\n- **Most-downloaded models:** [tencent/Hy3-preview](https://huggingface.co/tencent/Hy3-preview) (90,043/30d), [tencent/Hy-MT2-1.8B](https://huggingface.co/tencent/Hy-MT2-1.8B) (22,884), and [tencent/Covo-Audio-Chat](https://huggingface.co/tencent/Covo-Audio-Chat) (14,760).\n- **Most-liked models:** [tencent/Hy-MT2-1.8B](https://huggingface.co/tencent/Hy-MT2-1.8B) (1,101 likes) and [tencent/HY-Embodied-0.5](https://huggingface.co/tencent/HY-Embodied-0.5) (908 likes) — the latter notably high relative to its 736 downloads.\n- **Hacker News:** traction is thin — the top thread is [Tencent-Hunyuan/HY-World-2.0](https://github.com/Tencent-Hunyuan/HY-World-2.0) at just 8 points (0 comments), followed by [HunyuanImage-3.0](https://github.com/Tencent-Hunyuan/HunyuanImage-3.0) and [HY-Motion-1.0](https://github.com/Tencent-Hunyuan/HY-Motion-1.0) at 2 points each, and [HunyuanWorld-Mirror](https://github.com/Tencent-Hunyuan/HunyuanWorld-Mirror) at 1.\n\n## Sources\n- Homepage: https://hunyuan.tencent.com/\n- Models: https://huggingface.co/tencent/Hy3-preview · https://huggingface.co/tencent/Hy-MT2-1.8B · https://huggingface.co/tencent/Hy-MT2-7B · https://huggingface.co/tencent/Hy-MT2-30B-A3B · https://huggingface.co/tencent/Covo-Audio-Chat · https://huggingface.co/tencent/HY-World-2.0 · https://huggingface.co/tencent/HunyuanImage-3.0-Instruct-Distil · https://huggingface.co/tencent/HY-Embodied-0.5 · https://huggingface.co/tencent/POINTS-GUI-G\n- Repos: https://github.com/Tencent-Hunyuan/Hunyuan3D-2 · https://github.com/Tencent-Hunyuan/HunyuanVideo · https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5 · https://github.com/Tencent-Hunyuan/HunyuanImage-3.0 · https://github.com/Tencent-Hunyuan/HunyuanWorld-1.0 · https://github.com/Tencent-Hunyuan/HY-World-2.0\n- Hacker News traction: https://github.com/Tencent-Hunyuan/HY-World-2.0 · https://github.com/Tencent-Hunyuan/HunyuanWorld-Mirror","generated_at":"2026-06-08T15:59:09.94+00:00","citations":[{"url":"https://hunyuan.tencent.com/","path":null,"label":"hunyuan.tencent.com","type":"external"},{"url":"https://huggingface.co/tencent/Hy3-preview","path":null,"label":"tencent/Hy3-preview","type":"external"},{"url":"https://huggingface.co/tencent/Hy3-preview-Base","path":null,"label":"tencent/Hy3-preview-Base","type":"external"},{"url":"https://huggingface.co/tencent/Hy-MT2-1.8B","path":null,"label":"tencent/Hy-MT2-1.8B","type":"external"},{"url":"https://huggingface.co/tencent/Hy-MT2-7B","path":null,"label":"tencent/Hy-MT2-7B","type":"external"},{"url":"https://huggingface.co/tencent/Hy-MT2-30B-A3B","path":null,"label":"tencent/Hy-MT2-30B-A3B","type":"external"},{"url":"https://huggingface.co/tencent/Hy-MT1.5-1.8B-2bit","path":null,"label":"tencent/Hy-MT1.5-1.8B-2bit","type":"external"},{"url":"https://huggingface.co/tencent/Hy-MT1.5-1.8B-1.25bit","path":null,"label":"tencent/Hy-MT1.5-1.8B-1.25bit","type":"external"},{"url":"https://huggingface.co/tencent/Covo-Audio-Chat","path":null,"label":"tencent/Covo-Audio-Chat","type":"external"},{"url":"https://huggingface.co/tencent/HY-World-2.0","path":null,"label":"tencent/HY-World-2.0","type":"external"},{"url":"https://huggingface.co/tencent/HunyuanImage-3.0-Instruct-Distil","path":null,"label":"tencent/HunyuanImage-3.0-Instruct-Distil","type":"external"},{"url":"https://huggingface.co/tencent/Penguin-VL-2B","path":null,"label":"tencent/Penguin-VL-2B","type":"external"},{"url":"https://huggingface.co/tencent/Penguin-Encoder","path":null,"label":"tencent/Penguin-Encoder","type":"external"},{"url":"https://huggingface.co/tencent/HY-Embodied-0.5","path":null,"label":"tencent/HY-Embodied-0.5","type":"external"},{"url":"https://huggingface.co/tencent/HY-Embodied-0.5-X","path":null,"label":"tencent/HY-Embodied-0.5-X","type":"external"},{"url":"https://huggingface.co/tencent/POINTS-GUI-G","path":null,"label":"tencent/POINTS-GUI-G","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/Hunyuan3D-2","path":null,"label":"Tencent-Hunyuan/Hunyuan3D-2","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanVideo","path":null,"label":"Tencent-Hunyuan/HunyuanVideo","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5","path":null,"label":"Tencent-Hunyuan/HunyuanVideo-1.5","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanDiT","path":null,"label":"Tencent-Hunyuan/HunyuanDiT","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/Hunyuan3D-2.1","path":null,"label":"Tencent-Hunyuan/Hunyuan3D-2.1","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/Hunyuan3D-1","path":null,"label":"Tencent-Hunyuan/Hunyuan3D-1","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanImage-3.0","path":null,"label":"Tencent-Hunyuan/HunyuanImage-3.0","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanWorld-1.0","path":null,"label":"Tencent-Hunyuan/HunyuanWorld-1.0","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HY-Motion-1.0","path":null,"label":"Tencent-Hunyuan/HY-Motion-1.0","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HY-World-2.0","path":null,"label":"Tencent-Hunyuan/HY-World-2.0","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanVideo-Avatar","path":null,"label":"Tencent-Hunyuan/HunyuanVideo-Avatar","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanVideo-I2V","path":null,"label":"Tencent-Hunyuan/HunyuanVideo-I2V","type":"external"},{"url":"https://github.com/Tencent-Hunyuan/HunyuanWorld-Mirror","path":null,"label":"Tencent-Hunyuan/HunyuanWorld-Mirror","type":"external"}],"provenance":{"provider":null,"model":null,"workflow":"synthesize-analyses","agent":null},"evidence":{"total":null,"pages":null,"events":null,"web":null,"signal_desks":null,"data_radar_lanes":null,"data_radar_matches":null}},"signal_counts":{"total":97,"model_released":30,"release":0,"repo_new":66,"repo_forked":1,"post_published":0,"job_opened":0}}