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Trending AI models today

Models · edition of Saturday, October 24, 2026

The top 40 of Hugging Face’s trending list in its own order, minus 0 whose likes are not matched by downloads. Filter by task and licence.

Collected · snapshot shipped with the site build, not a live feed

40 of 40 models · Hugging Face order

  1. Number 1: deepseek-ai/DeepSeek-V4.1-Flash-1017

    Image text to text763B parameters

    No. 1 by Hugging Face trending score (2,224) · repository created 7 days ago · +18 likes since 2026-10-23.

    57.7K downloads in 30 days · 2,617 likes

    MIT· commercial use allowed
  2. Number 2: RecursiveSI/flint

    Text generation39.8B parameters

    No. 2 by Hugging Face trending score (683) · repository created 2 days ago · +15 likes since 2026-10-23.

    1,904 downloads in 30 days · 704 likes

    Apache-2.0· commercial use allowed
  3. Number 3: black-forest-labs/flux-3-image-klein-comfy

    Image to image

    No. 3 by Hugging Face trending score (624) · repository created 9 days ago · +8 likes since 2026-10-23.

    535K downloads in 30 days · 1,430 likes

    Other (custom terms)· read the terms
  4. Number 4: OpenMOSS-Team/MOSS-Image-SFT

    Text to image5.08B parameters

    No. 4 by Hugging Face trending score (444) · repository created 13 days ago · +4 likes since 2026-10-23.

    7,658 downloads in 30 days · 660 likes

    Apache-2.0· commercial use allowed
  5. Number 5: Lightricks/LTX-2.5

    Image to video

    No. 5 by Hugging Face trending score (408) · +13 likes since 2026-10-23 · 2,026,951 downloads in the last 30 days.

    2.03M downloads in 30 days · 9,066 likes

    Other (custom terms)· read the terms
  6. Number 6: XHToken/Spark-X2.6-4B

    Text generation4.11B parameters

    No. 6 by Hugging Face trending score (388) · repository created 5 days ago · +3 likes since 2026-10-23.

    1,060 downloads in 30 days · 422 likes

    Apache-2.0· commercial use allowed
  7. Number 7: fishaudio/drama-3

    Text to speech35.9B parameters

    No. 7 by Hugging Face trending score (364) · +2 likes since 2026-10-23 · 17,017 downloads in the last 30 days.

    17K downloads in 30 days · 955 likes

    Other (custom terms)· read the terms
  8. Number 8: OpenMOSS-Team/MOSS-Image-Base

    Text to image5.08B parameters

    No. 8 by Hugging Face trending score (330) · repository created 13 days ago · +2 likes since 2026-10-23.

    5,618 downloads in 30 days · 524 likes

    Apache-2.0· commercial use allowed
  9. Number 9: abenzerps/Qwen-Image-2.1-Uncensored-Quantized

    Text to image

    No. 9 by Hugging Face trending score (317) · +5 likes since 2026-10-23 · 2,398,071 downloads in the last 30 days.

    2.4M downloads in 30 days · 4,917 likes

    Other (custom terms)· read the terms
  10. Number 10: Qwen/Qwen3.8-27B

    Image text to text27.8B parameters

    No. 10 by Hugging Face trending score (314) · +7 likes since 2026-10-23 · 7,710,011 downloads in the last 30 days.

    7.71M downloads in 30 days · 18.3K likes

    Apache-2.0· commercial use allowed
  11. Number 11: Comfy-Org/MOSS-Image

    No task tag

    No. 11 by Hugging Face trending score (306) · repository created 7 days ago · +4 likes since 2026-10-23.

    1.61M downloads in 30 days · 405 likes

    Apache-2.0· commercial use allowed
  12. Number 12: google/embeddinggemma-2

    Feature extraction744M parameters

    No. 12 by Hugging Face trending score (281) · +4 likes since 2026-10-23 · 192,741 downloads in the last 30 days.

    193K downloads in 30 days · 2,876 likes

    Apache-2.0· commercial use allowed
  13. Number 13: dealignai/DeepSeek-V4.1-Flash-1017-UNCENSORED-FP8

    Image text to text763B parameters

    No. 13 by Hugging Face trending score (268) · repository created 6 days ago · +1 likes since 2026-10-23.

    4,141 downloads in 30 days · 307 likes

    MIT· commercial use allowed
  14. Number 14: MiniMaxAI/MiniMax-M3.1-Flash

    Image text to text22B parameters

    No. 14 by Hugging Face trending score (262) · repository created 7 days ago · +12 likes since 2026-10-23.

    1,096 downloads in 30 days · 268 likes

    Other (custom terms)· read the terms
  15. Number 15: InternScience/Sage-A1.5

    Text generation36B parameters

    No. 15 by Hugging Face trending score (255) · repository created 8 days ago · +3 likes since 2026-10-23.

    924 downloads in 30 days · 260 likes

    Apache-2.0· commercial use allowed
  16. Number 16: jialinyyzz/humanizer

    Text generation12B parameters

    No. 16 by Hugging Face trending score (245) · +4 likes since 2026-10-23 · 129,025 downloads in the last 30 days.

    129K downloads in 30 days · 2,121 likes

    Apache-2.0· commercial use allowed
  17. Number 17: datalab-to/indra-ocr

    Image to text1.25M parameters

    No. 17 by Hugging Face trending score (238) · repository created 13 days ago · +2 likes since 2026-10-23.

    4,033 downloads in 30 days · 393 likes

    openrail· read the terms
  18. Number 18: mistralai/Timestral-209M

    Time series forecasting209M parameters

    No. 18 by Hugging Face trending score (233) · repository created 9 days ago · +4 likes since 2026-10-23.

    6,815 downloads in 30 days · 319 likes

    Other (custom terms)· read the terms
  19. Number 19: lodestones/Kromoss

    Text to image5.08B parameters

    No. 19 by Hugging Face trending score (231) · repository created 5 days ago · +3 likes since 2026-10-23.

    16.4K downloads in 30 days · 236 likes

    Apache-2.0· commercial use allowed
  20. Number 20: orcarouter/OrcaCyber-Nano-1.0

    Image text to text

    No. 20 by Hugging Face trending score (199) · repository created 7 days ago · +4 likes since 2026-10-23.

    22.3K downloads in 30 days · 214 likes

    Other (custom terms)· read the terms
  21. Number 21: unsloth/flint-GGUF

    Text generation

    No. 21 by Hugging Face trending score (192) · repository created 4 days ago · +5 likes since 2026-10-23.

    33.3K downloads in 30 days · 196 likes

    Apache-2.0· commercial use allowed
  22. Number 22: black-forest-labs/flux-3-image-klein

    Image to image5.55B parameters

    No. 22 by Hugging Face trending score (188) · repository created 10 days ago · +3 likes since 2026-10-23.

    106K downloads in 30 days · 659 likes

    Other (custom terms)· read the terms
  23. Number 23: facebook/sam3

    Mask generation86M parameters

    No. 23 by Hugging Face trending score (172) · +5 likes since 2026-10-23 · 1,837,047 downloads in the last 30 days.

    1.84M downloads in 30 days · 4,989 likes

    Other (custom terms)· read the terms
  24. Number 24: meta-models/Muse-Spark-Open-816B-A42B

    Image text to text822B parameters

    No. 24 by Hugging Face trending score (171) · +1 likes since 2026-10-23 · 5,196 downloads in the last 30 days.

    5,196 downloads in 30 days · 679 likes

    Other (custom terms)· read the terms
  25. Number 25: tencent/Hy-Memory-30B-A3B

    Text generation30.1B parameters

    No. 25 by Hugging Face trending score (165) · repository created 8 days ago · +1 likes since 2026-10-23.

    3,270 downloads in 30 days · 305 likes

    Apache-2.0· commercial use allowed
  26. Number 26: nvidia/Qwen3.8-Flash-Next-FP4-Local

    Image text to text96.5B parameters

    No. 26 by Hugging Face trending score (158) · 11,197 downloads in the last 30 days.

    11.2K downloads in 30 days · 328 likes

    Other (custom terms)· read the terms
  27. Number 27: DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF

    Image text to text

    No. 27 by Hugging Face trending score (157) · +3 likes since 2026-10-23 · 1,679,145 downloads in the last 30 days.

    1.68M downloads in 30 days · 2,024 likes

    Apache-2.0· commercial use allowed
  28. Number 28: Comfy-Org/Fibo-2.0

    No task tag

    No. 28 by Hugging Face trending score (154) · repository created 3 days ago · +4 likes since 2026-10-23.

    70.7K downloads in 30 days · 154 likes

    CC-BY-NC-4.0· non-commercial only
  29. Number 29: ornith-ai/Ornith-1.5-122B

    Text generation125B parameters

    No. 29 by Hugging Face trending score (146) · repository created 7 days ago · +3 likes since 2026-10-23.

    14K downloads in 30 days · 151 likes

    MIT· commercial use allowed
  30. Number 30: Qwen/Qwen3.8-Flash-Next

    Image text to text18B parameters

    No. 30 by Hugging Face trending score (145) · +3 likes since 2026-10-23 · 2,788,737 downloads in the last 30 days.

    2.79M downloads in 30 days · 6,443 likes

    Other (custom terms)· read the terms
  31. Number 31: KRAFTON/Raon-1-mini-preview

    Text generation28.8B parameters

    No. 31 by Hugging Face trending score (142) · repository created 3 days ago · +2 likes since 2026-10-23.

    548 downloads in 30 days · 151 likes

    Apache-2.0· commercial use allowed
  32. Number 32: nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-BF16

    Text generation3.98B parameters

    No. 32 by Hugging Face trending score (141) · repository created 7 days ago · +3 likes since 2026-10-23.

    3,769 downloads in 30 days · 179 likes

    Other (custom terms)· read the terms
  33. Number 33: linoyts/ltx2-19b-distilled-faceswap-v3

    No task tag18.9B parameters

    No. 33 by Hugging Face trending score (138) · 63 downloads in the last 30 days.

    63 downloads in 30 days · 139 likes

    Not stated· read the terms
  34. Number 34: briaai/Fibo-2.0-dev

    Text to image8.13B parameters

    No. 34 by Hugging Face trending score (131) · repository created 5 days ago.

    753 downloads in 30 days · 132 likes

    Other (custom terms)· read the terms
  35. Number 35: lodestones/MOSS-Image-SFT-8-steps-dmd

    No task tag5.08B parameters

    No. 35 by Hugging Face trending score (130) · repository created 7 days ago · +2 likes since 2026-10-23.

    79.7K downloads in 30 days · 207 likes

    Apache-2.0· commercial use allowed
  36. Number 36: unsloth/DeepSeek-V4.1-Flash-1017-GGUF

    Image text to text

    No. 36 by Hugging Face trending score (130) · repository created 6 days ago.

    29.2K downloads in 30 days · 135 likes

    MIT· commercial use allowed
  37. Number 37: HauhauCS/Qwen3.8-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF

    Image text to text

    No. 37 by Hugging Face trending score (127) · +2 likes since 2026-10-23 · 2,277,012 downloads in the last 30 days.

    2.28M downloads in 30 days · 2,038 likes

    Apache-2.0· commercial use allowed
  38. Number 38: unsloth/Qwen3.8-27B-GGUF

    No task tag

    No. 38 by Hugging Face trending score (125) · +3 likes since 2026-10-23 · 5,751,118 downloads in the last 30 days.

    5.75M downloads in 30 days · 5,301 likes

    Apache-2.0· commercial use allowed
  39. Number 39: HuggingFaceBio/Carbon-X

    Text generation14.8B parameters

    No. 39 by Hugging Face trending score (125) · repository created 2 days ago.

    193 downloads in 30 days · 128 likes

    Apache-2.0· commercial use allowed
  40. Number 40: deepseek-ai/DeepSeek-V4.1-Flash

    Image text to text763B parameters

    No. 40 by Hugging Face trending score (121) · 1,478,503 downloads in the last 30 days.

    1.48M downloads in 30 days · 4,716 likes

    MIT· commercial use allowed

Positions follow Hugging Face’s trending order with 0 of 40 entries held back for likes that downloads do not confirm. Sorting by another column changes the order on your screen only.

Source: Hugging Face public API · updated

Trending models by task

One page per task

What this list is, and what it is not

Hugging Face ranks repositories by a trending score that rises with recent likes and downloads. The list on this page is that ranking, read from the public API and frozen at the collection time shown above. It answers one question: which open models are getting attention right now.

What we add

For each model the page shows what you would otherwise open several tabs to find: the task tag, the parameter count from the safetensors metadata, the weight formats in the repository, the licence tag with a plain reading of what it permits, and the two numbers that matter for judging attention, downloads in 30 days and likes.

What we take out

A model with 100 or more likes whose 30-day downloads are below one per 10 likes, 3 or more days after the repository was created, is held back. Likes can be gathered without anyone running the model, and the trending score rewards them. Held-back models are listed in a separate box with the numbers that triggered the rule; they are never deleted.

What the list cannot tell you

Trending is not quality. A conversion of a popular model can outrank the original, and a model distributed mostly through an API will look quieter than it is. Use the list to learn what was released; use the model card and independent benchmarks to decide what to run.

Questions readers ask

What does "downloads in 30 days" count?

It is the figure Hugging Face reports for each repository: downloads over the last 30 days, counted by their servers. It does not include copies fetched from mirrors or other hosts, and for very new repositories the number lags behind reality by a day or two.

Can I use a model commercially if the tag says "commercial use allowed"?

The label reads the licence family from the tag the uploader chose: Apache-2.0, MIT, BSD and CC-BY permit commercial use with attribution. It is a reading aid, not legal advice. A fine-tune can carry a tag that differs from its base model’s licence, so open the repository and read the licence file before you ship.

What does "read the terms" mean on a licence?

The repository is tagged "other" or with a licence that has use restrictions or vendor-specific conditions, such as OpenRAIL, the Llama and Gemma licences, or a company licence. These are neither clearly permissive nor clearly non-commercial; the answer is in the licence text.

Why are GGUF repositories on the list next to the original model?

GGUF is the file format used by llama.cpp and the tools built on it. Quantised GGUF copies of a popular model are separate repositories and often trend alongside the original because they are what people run locally. The page of each original model lists its most downloaded quantised variants.

How many models are listed?

The first 40 of Hugging Face’s trending list at collection time. Filters and search on this page work inside those 40; they do not query Hugging Face.

Why is a model "held back"?

A model is held back when it has at least 100 likes, was created 3 or more days before the collection, and its downloads in the last 30 days are fewer than one per 10 likes. The entry is not removed: it is listed at the end of the page with its likes, downloads and age, and it still has its own page.