HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

446,289 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

any-to-any

ggml-org/gemma-4-E4B-GGUF

ggml-org/gemma-4-E4B-GGUF is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,3611
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

0xSero/DeepSeek-V4-Flash-0731-REAP

0xSero/DeepSeek-V4-Flash-0731-REAP is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,34835
Unknown8 GB+ VRAMmit
Deployment details
fill-mask

biohub/ESMC-600M-hf

biohub/ESMC-600M-hf is a fill mask model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,3440
Unknown8 GB+ VRAMmit
Deployment details
image-text-to-text

bartowski/beyoru_Kiwen1.1-27B-GGUF

bartowski/beyoru_Kiwen1.1-27B-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

3,3415
27.0B24 GB+ VRAMapache-2.0
Deployment details
text-generation

furiosa-ai/Qwen3-4B-FP8

furiosa-ai/Qwen3-4B-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

3,3230
4.0B12 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

NikiKrutan/Qwen3.8-27B-MTP-GGUF

NikiKrutan/Qwen3.8-27B-MTP-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

3,3219
27.0B24 GB+ VRAMapache-2.0
Deployment details
text-classification

furiosa-ai/Qwen3-Reranker-0.6B

furiosa-ai/Qwen3-Reranker-0.6B is a text classification model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

3,3180
600M4 GB+ VRAMapache-2.0
Deployment details
text-generation

novita/kimi-k2.7-code-eagle3-mla

novita/kimi-k2.7-code-eagle3-mla is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,3173
Unknown8 GB+ VRAMmit
Deployment details
text-generation

cyankiwi/Hermes-4.3-36B-AWQ-4bit

cyankiwi/Hermes-4.3-36B-AWQ-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.

3,3171
36.0B32 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

froggeric/Qwen3.6-27B-MTP-GGUF

froggeric/Qwen3.6-27B-MTP-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

3,31481
27.0B24 GB+ VRAMapache-2.0
Deployment details
image-to-text

mayocream/manga-ocr

mayocream/manga-ocr is a image to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,3104
Unknown8 GB+ VRAMapache-2.0
Deployment details