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Start with the task you need the model to perform, then narrow the model type and weight availability. Open weights do not automatically mean unrestricted commercial use. Check the original model card for the license, input requirements, evaluation results and hardware needs before choosing a model.

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  1. privacy-filter-multilingual-GGUF LocalAI-io token classification · License apache-2.0 · 316,328 downloads · by LocalAI-io Text · Open weights 316k HF downloads
  2. bertweet-base vinai fill mask · License mit · 315,978 downloads · by vinai Text · Open weights 316k HF downloads
  3. Qwopus3.6-27B-Fusion-GGUF KyleHessling1 text generation · License other · 314,814 downloads · by KyleHessling1 Text · Open weights 315k HF downloads
  4. xflux_text_encoders XLabs-AI text generation · License apache-2.0 · 312,046 downloads · by XLabs-AI Text · Open weights 312k HF downloads
  5. Parable-Granite-4.1-3B-Claude-Fable-5-GGUF AnkitAI text generation · License apache-2.0 · 311,060 downloads · by AnkitAI Text · Open weights 311k HF downloads
  6. layoutlm-document-qa impira document question answering · License mit · 310,707 downloads · by impira Text · Open weights 311k HF downloads
  7. sup-SimCSE-VietNamese-phobert-base VoVanPhuc sentence similarity · 309,091 downloads · by VoVanPhuc Text · Open weights 309k HF downloads
  8. mamba-130m-hf state-spaces text generation · 307,958 downloads · by state-spaces Text · Open weights 308k HF downloads
  9. Parable-Granite-4.1-8B-Claude-Fable-5-GGUF AnkitAI text generation · License apache-2.0 · 306,924 downloads · by AnkitAI Text · Open weights 307k HF downloads
  10. Qwen3.6-27B-MTP-pi-tune-GGUF bytkim text generation · License apache-2.0 · 306,897 downloads · by bytkim Text · Open weights 307k HF downloads
  11. splade-cocondenser-ensembledistil naver feature extraction · License cc-by-nc-sa-4.0 · 306,888 downloads · by naver Text · Open weights 307k HF downloads
  12. caduceus-ps_seqlen-131k_d_model-256_n_layer-16 kuleshov-group fill mask · License apache-2.0 · 305,938 downloads · by kuleshov-group Text · Open weights 306k HF downloads
  13. fasttext-language-identification facebook text classification · License cc-by-nc-4.0 · 305,860 downloads · by facebook Text · Open weights 306k HF downloads
  14. Qwen3-Next-80B-A3B-Instruct Qwen text generation · License apache-2.0 · 305,699 downloads · by Qwen Text · Open weights 306k HF downloads
  15. phishing-email-detection-distilbert_v2.4.1 cybersectony text classification · License apache-2.0 · 304,859 downloads · by cybersectony Text · Open weights 305k HF downloads
  16. sarvam-30b sarvamai text generation · License apache-2.0 · 304,611 downloads · by sarvamai Text · Open weights 305k HF downloads
  17. deid_roberta_i2b2 obi token classification · License mit · 304,182 downloads · by obi Text · Open weights 304k HF downloads
  18. Privacy Filter OpenAI Privacy Filter is OpenAI’s bidirectional token-classification model for detecting and masking perso… Text · Open weights 304k HF downloads
  19. bge-multilingual-gemma2 BAAI feature extraction · License gemma · 303,193 downloads · by BAAI Text · Open weights 303k HF downloads
  20. GigaChat3.1-Audio-10B-A1.8B ai-sage text generation · License mit · 302,946 downloads · by ai-sage Text · Open weights 303k HF downloads
  21. Qwen3.8-27B-DSpark RadixArk text generation · License other · 302,742 downloads · by RadixArk Text · Open weights 303k HF downloads
  22. MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF GnLOLot text generation · License apache-2.0 · 302,308 downloads · by GnLOLot Text · Open weights 302k HF downloads
  23. ruri-v3-reranker-310m cl-nagoya text ranking · License apache-2.0 · 300,397 downloads · by cl-nagoya Text · Open weights 3k HF downloads
  24. Qwen3-0.6B-FP8 Qwen text generation · License apache-2.0 · 299,416 downloads · by Qwen Text · Open weights 299k HF downloads
  25. Qwen3-32B-NVFP4 RedHatAI text generation · License apache-2.0 · 298,394 downloads · by RedHatAI Text · Open weights 298k HF downloads
  26. Ling-3.0-flash-GGUF AtomicChat text generation · License mit · 296,721 downloads · by AtomicChat Text · Open weights 297k HF downloads
  27. distilroberta-finetuned-financial-news-sentiment-analysis mrm8488 text classification · License apache-2.0 · 296,703 downloads · by mrm8488 Text · Open weights 297k HF downloads
  28. Qwen2.5-Coder-7B-Instruct-GGUF Qwen text generation · License apache-2.0 · 295,447 downloads · by Qwen Text · Open weights 295k HF downloads
  29. rubert-tiny2 cointegrated sentence similarity · License mit · 294,179 downloads · by cointegrated Text · Open weights 294k HF downloads
  30. Qwen2-0.5B-Instruct Qwen text generation · License apache-2.0 · 294,104 downloads · by Qwen Text · Open weights 294k HF downloads
  31. Qwen2.5-14B-bnb-4bit unsloth text generation · License apache-2.0 · 293,986 downloads · by unsloth Text · Open weights 294k HF downloads
  32. Qwen2.5-72B-Instruct-AWQ Qwen text generation · License other · 521,832 downloads · by Qwen Text · Open weights 294k HF downloads
  33. Agents-A1-4B InternScience text generation · License apache-2.0 · 293,719 downloads · by InternScience Text · Open weights 294k HF downloads
  34. Qwen3-0.6B-GGUF MaziyarPanahi text generation · 293,631 downloads · by MaziyarPanahi Text · Open weights 294k HF downloads
  35. bert-small-pii-detection gravitee-io token classification · License apache-2.0 · 293,235 downloads · by gravitee-io Text · Open weights 293k HF downloads
  36. tiny_starcoder_py bigcode text generation · License bigcode-openrail-m · 292,754 downloads · by bigcode Text · Open weights 293k HF downloads