What actually ships
Open models tracked and tied back to the papers that introduced them and the repos that run them.
Hugging Face model with 2656 likes. Tags: vllm, safetensors, mistral, mistral-common, base_model:mistralai/Mistral-7B-v0.3, base_model:finetune:mistralai/Mistral-7B-v0.3, license:apache-2.0, region:us
Hugging Face model with 2676 likes. Tags: diffusers, safetensors, image-generation, flux, diffusion-single-file, image-to-image, en, arxiv:2506.15742, license:other, region:us
Hugging Face model with 2689 likes. Tags: transformers, pytorch, tf, jax, rust, coreml, onnx, safetensors, bert, fill-mask
Hugging Face model with 2825 likes. Tags: transformers, safetensors, kimi_k25, image-feature-extraction, compressed-tensors, image-text-to-text, conversational, custom_code, arxiv:2602.02276, license:other
Hugging Face model with 2853 likes. Tags: transformers, safetensors, llama, text-generation, facebook, meta, pytorch, llama-3, conversational, en
Hugging Face model with 2865 likes. Tags: stable-diffusion, text-to-image, arxiv:2207.12598, arxiv:2112.10752, arxiv:2103.00020, arxiv:2205.11487, arxiv:1910.09700, license:creativeml-openrail-m, region:us
Hugging Face model with 2881 likes. Tags: safetensors, model_hub_mixin, pytorch_model_hub_mixin, text-to-speech, en, arxiv:2305.09636, license:apache-2.0, region:us
Hugging Face model with 2887 likes. Tags: safetensors, qwen3_5, unsloth, qwen, qwen3.5, reasoning, chain-of-thought, Dense, image-text-to-text, conversational
Hugging Face model with 2903 likes. Tags: transformers, pytorch, chatglm, glm, thudm, custom_code, zh, en, arxiv:2103.10360, arxiv:2210.02414
Hugging Face model with 2933 likes. Tags: transformers, safetensors, qwen2, text-generation, chat, conversational, en, arxiv:2309.00071, arxiv:2412.15115, base_model:Qwen/Qwen2.5-32B
Hugging Face model with 2963 likes. Tags: transformers, pytorch, safetensors, gpt_bigcode, text-generation, code, dataset:bigcode/the-stack-dedup, arxiv:1911.02150, arxiv:2205.14135, arxiv:2207.14255
Hugging Face model with 3062 likes. Tags: transformers, safetensors, gemma4, image-text-to-text, conversational, base_model:google/gemma-4-31B, base_model:finetune:google/gemma-4-31B, license:apache-2.0, eval-results, endpoints_compatible
Hugging Face model with 3117 likes. Tags: transformers, safetensors, whisper, automatic-speech-recognition, audio, en, zh, de, es, ru
Hugging Face model with 3132 likes. Tags: transformers, safetensors, deepseek_v3, text-generation, conversational, custom_code, arxiv:2412.19437, license:mit, eval-results, text-generation-inference
Hugging Face model with 3156 likes. Tags: sentence-transformers, pytorch, onnx, xlm-roberta, feature-extraction, sentence-similarity, arxiv:2402.03216, arxiv:2004.04906, arxiv:2106.14807, arxiv:2107.05720
Hugging Face model with 3169 likes. Tags: transformers, pytorch, safetensors, mistral, text-generation, finetuned, mistral-common, conversational, arxiv:2310.06825, license:apache-2.0
Hugging Face model with 3218 likes. Tags: diffusers, safetensors, stable-diffusion, text-to-image, en, license:creativeml-openrail-m, endpoints_compatible, diffusers:StableDiffusionPipeline, deploy:azure, region:us
Hugging Face model with 3290 likes. Tags: transformers, safetensors, deepseek_vl_v2, image-feature-extraction, deepseek, vision-language, ocr, custom_code, image-text-to-text, multilingual
Hugging Face model with 3314 likes. Tags: transformers, pytorch, tf, jax, tflite, rust, onnx, safetensors, gpt2, text-generation
Hugging Face model with 3327 likes. Tags: diffusers, safetensors, image-to-video, license:other, diffusers:StableVideoDiffusionPipeline, region:us
Hugging Face model with 3363 likes. Tags: transformers, safetensors, gguf, gemma, text-generation, arxiv:2305.14314, arxiv:2312.11805, arxiv:2009.03300, arxiv:1905.07830, arxiv:1911.11641
Hugging Face model with 3471 likes. Tags: transformers, safetensors, phi, text-generation, nlp, code, en, license:mit, text-generation-inference, endpoints_compatible
Hugging Face model with 3552 likes. Tags: diffusers, safetensors, text-to-image, stable-diffusion, en, arxiv:2403.03206, license:other, region:us
Hugging Face model with 3621 likes. Tags: coqui, text-to-speech, license:other, region:us
Hugging Face model with 3622 likes. Tags: transformers, pytorch, multi_modality, muiltimodal, text-to-image, unified-model, any-to-any, arxiv:2501.17811, license:mit, endpoints_compatible
Hugging Face model with 3820 likes. Tags: license:openrail, region:us
Hugging Face model with 3916 likes. Tags: diffusers, stable-diffusion, text-to-image, dataset:Nerfgun3/bad_prompt, license:creativeml-openrail-m, endpoints_compatible, diffusers:StableDiffusionPipeline, region:us
Hugging Face model with 4086 likes. Tags: license:openrail, region:us
Hugging Face model with 4091 likes. Tags: transformers, safetensors, deepseek_v3, text-generation, conversational, custom_code, arxiv:2412.19437, eval-results, text-generation-inference, endpoints_compatible
Hugging Face model with 4114 likes. Tags: transformers, pytorch, safetensors, mistral, text-generation, pretrained, mistral-common, en, arxiv:2310.06825, license:apache-2.0
Hugging Face model with 4506 likes. Tags: facebook, meta, pytorch, llama, llama-2, text-generation, en, arxiv:2307.09288, license:llama2, region:us
Hugging Face model with 4637 likes. Tags: transformers, safetensors, llama, text-generation, facebook, meta, pytorch, llama-3, conversational, en
Hugging Face model with 4700 likes. Tags: vllm, safetensors, mixtral, fr, it, de, es, en, base_model:mistralai/Mixtral-8x7B-v0.1, base_model:finetune:mistralai/Mixtral-8x7B-v0.1
Hugging Face model with 4729 likes. Tags: transformers, safetensors, gpt_oss, text-generation, vllm, conversational, arxiv:2508.10925, license:apache-2.0, eval-results, endpoints_compatible
Hugging Face model with 4783 likes. Tags: transformers, pytorch, safetensors, llama, text-generation, facebook, meta, llama-2, conversational, en
Hugging Face model with 4882 likes. Tags: diffusers, safetensors, text-to-image, en, arxiv:2511.22699, arxiv:2511.22677, arxiv:2511.13649, license:apache-2.0, diffusers:ZImagePipeline, deploy:azure
Hugging Face model with 4917 likes. Tags: transformers, safetensors, gpt_oss, text-generation, vllm, conversational, arxiv:2508.10925, license:apache-2.0, eval-results, endpoints_compatible
Hugging Face model with 4982 likes. Tags: diffusion-single-file, text-to-image, stable-diffusion, en, arxiv:2403.03206, license:other, region:us
Hugging Face model with 5010 likes. Tags: sentence-transformers, pytorch, tf, rust, onnx, safetensors, openvino, bert, feature-extraction, sentence-similarity
Hugging Face model with 5013 likes. Tags: transformers, pytorch, tensorboard, safetensors, bloom, text-generation, ak, ar, as, bm
Hugging Face model with 5069 likes. Tags: transformers, safetensors, deepseek_v4, text-generation, conversational, arxiv:2606.19348, license:mit, eval-results, endpoints_compatible, 8-bit
Hugging Face model with 5218 likes. Tags: diffusers, safetensors, text-to-image, image-generation, flux, en, license:apache-2.0, endpoints_compatible, diffusers:FluxPipeline, deploy:azure
Hugging Face model with 5879 likes. Tags: transformers, pytorch, jax, safetensors, whisper, automatic-speech-recognition, audio, hf-asr-leaderboard, en, zh
Hugging Face model with 6155 likes. Tags: transformers, safetensors, llama, text-generation, facebook, meta, pytorch, llama-3, conversational, en
Hugging Face model with 6389 likes. Tags: text-to-speech, en, arxiv:2306.07691, arxiv:2203.02395, base_model:yl4579/StyleTTS2-LJSpeech, base_model:finetune:yl4579/StyleTTS2-LJSpeech, doi:10.57967/hf/4329, license:apache-2.0, region:us
Hugging Face model with 6586 likes. Tags: transformers, safetensors, llama, text-generation, facebook, meta, pytorch, llama-3, en, license:llama3
Hugging Face model with 7026 likes. Tags: diffusers, safetensors, stable-diffusion, stable-diffusion-diffusers, text-to-image, arxiv:2207.12598, arxiv:2112.10752, arxiv:2103.00020, arxiv:2205.11487, arxiv:1910.09700
Hugging Face model with 7857 likes. Tags: diffusers, onnx, safetensors, text-to-image, stable-diffusion, arxiv:2307.01952, arxiv:2211.01324, arxiv:2108.01073, arxiv:2112.10752, license:openrail++
Hugging Face model with 13361 likes. Tags: diffusers, safetensors, text-to-image, image-generation, flux, en, license:other, endpoints_compatible, diffusers:FluxPipeline, region:us
Hugging Face model with 13415 likes. Tags: transformers, safetensors, deepseek_v3, text-generation, conversational, custom_code, arxiv:2501.12948, license:mit, eval-results, text-generation-inference
A 7B general model with strong math and code benchmarks.
A tiny safety classifier for fast content filtering.
A text-to-image diffusion model with photographic fidelity.
A code model trained on permissively licensed repositories.
A compact speech-to-text model for on-device use.
A state-of-the-art text embedding model for retrieval.
A model post-trained for tool use and multi-step planning.
An open vision-language model for captioning and VQA.
A small reasoning model tuned to self-correct via failure traces.