HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

202,823 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

image-text-to-text

unsloth/Inkling-Small-GGUF

unsloth/Inkling-Small-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,391,24384
Unknown8 GB+ VRAMapache-2.0
Deployment details
automatic-speech-recognition

arijitx/wav2vec2-xls-r-300m-bengali

arijitx/wav2vec2-xls-r-300m-bengali is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,385,31410
Unknown8 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

cyankiwi/Qwen3.8-27B-AWQ-INT4

cyankiwi/Qwen3.8-27B-AWQ-INT4 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.

1,384,79392
27.0B24 GB+ VRAMapache-2.0
Deployment details
zero-shot-image-classification

google/siglip-so400m-patch14-384

google/siglip-so400m-patch14-384 is a zero shot image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,373,964687
Unknown8 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

Qwen/Qwen2.5-VL-32B-Instruct

Qwen/Qwen2.5-VL-32B-Instruct is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

1,362,412500
32.0B80 GB+ VRAMapache-2.0
Deployment details
tabular-regression

autogluon/mitra-regressor

autogluon/mitra-regressor is a tabular regression model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,358,92233
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

HuggingFaceTB/SmolLM2-135M-Instruct

HuggingFaceTB/SmolLM2-135M-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,357,789413
Unknown8 GB+ VRAMapache-2.0
Deployment details
image-feature-extraction

google/vit-base-patch16-224-in21k

google/vit-base-patch16-224-in21k is a image feature extraction model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,349,933417
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

microsoft/phi-2

microsoft/phi-2 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,349,5903,502
Unknown8 GB+ VRAMmit
Deployment details
text-generation

farbodtavakkoli/OTel-LLM-27B-IT

farbodtavakkoli/OTel-LLM-27B-IT is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.

1,345,8950
27.0B64 GB+ VRAMapache-2.0
Deployment details
text-generation

prism-ml/Bonsai-27B-mlx-1bit

prism-ml/Bonsai-27B-mlx-1bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.

1,343,051235
27.0B64 GB+ VRAMapache-2.0
Deployment details
automatic-speech-recognition

facebook/wav2vec2-base-960h

facebook/wav2vec2-base-960h is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,341,011403
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

prism-ml/Ternary-Bonsai-27B-mlx-2bit

prism-ml/Ternary-Bonsai-27B-mlx-2bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.

1,338,305186
27.0B64 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

sahilchachra/Unlimited-OCR-AWQ

sahilchachra/Unlimited-OCR-AWQ is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,329,2212
Unknown8 GB+ VRAMmit
Deployment details
sentence-similarity

Qwen/Qwen3-VL-Embedding-2B

Qwen/Qwen3-VL-Embedding-2B is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,329,018449
2.0B8 GB+ VRAMapache-2.0
Deployment details
any-to-any

unsloth/gemma-4-12B-it-qat-GGUF

unsloth/gemma-4-12B-it-qat-GGUF is a any to any model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

1,323,599483
12.0B12 GB+ VRAMapache-2.0
Deployment details
text-generation

zai-org/GLM-5.2-FP8

zai-org/GLM-5.2-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,322,110265
Unknown8 GB+ VRAMmit
Deployment details
image-to-video

lightx2v/Minimax-h3-Turbo

lightx2v/Minimax-h3-Turbo is a image to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,313,916871
Unknown8 GB+ VRAMapache-2.0
Deployment details
zero-shot-object-detection

google/owlv2-base-patch16-ensemble

google/owlv2-base-patch16-ensemble is a zero shot object detection model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,306,900129
Unknown8 GB+ VRAMapache-2.0
Deployment details
summarization

facebook/bart-large-cnn

facebook/bart-large-cnn is a summarization model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,304,5731,615
Unknown8 GB+ VRAMmit
Deployment details
fill-mask

facebook/esm2_t33_650M_UR50D

facebook/esm2_t33_650M_UR50D is a fill mask model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

1,303,38389
Unknown8 GB+ VRAMmit
Deployment details