HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,387,301 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

general AI

fastino/gliner2-base-v1

fastino/gliner2-base-v1 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 409,268♡ 99
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

bartowski/Qwen_Qwen3.5-2B-GGUF

bartowski/Qwen_Qwen3.5-2B-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 408,722♡ 23
2.0B4 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

unsloth/Qwen3.5-122B-A10B-GGUF

unsloth/Qwen3.5-122B-A10B-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 96 GB. It is publicly listed on Hugging Face.

↓ 408,685♡ 297
122.0B96 GB+ VRAMapache-2.0
Deployment details →
any-to-any

google/gemma-4-31B-it-assistant

google/gemma-4-31B-it-assistant is a any to any model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

↓ 407,648♡ 322
31.0B80 GB+ VRAMapache-2.0
Deployment details →
feature-extraction

microsoft/harrier-oss-v1-270m

microsoft/harrier-oss-v1-270m is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 407,427♡ 196
Unknown4 GB+ VRAMmit
Deployment details →
fill-mask

jhu-clsp/mmBERT-base

jhu-clsp/mmBERT-base is a fill mask model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 405,326♡ 255
Unknown8 GB+ VRAMmit
Deployment details →
image-text-to-text

Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF

Jackrong/Qwopus3.6-27B-Coder-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.

↓ 402,526♡ 335
27.0B24 GB+ VRAMapache-2.0
Deployment details →
text-to-image

lightx2v/Qwen-Image-Lightning

lightx2v/Qwen-Image-Lightning is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

↓ 402,196♡ 830
Unknown12 GB+ VRAMapache-2.0
Deployment details →
text-generation

ornith-ai/Ornith-1.0-397B-FP8

ornith-ai/Ornith-1.0-397B-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 256 GB. It is publicly listed on Hugging Face.

↓ 400,480♡ 186
397.0B256 GB+ VRAMmit
Deployment details →
text-generation

Qwen/Qwen2.5-Coder-1.5B

Qwen/Qwen2.5-Coder-1.5B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

↓ 399,184♡ 126
1.5B6 GB+ VRAMapache-2.0
Deployment details →
text-generation

Qwen/Qwen3-235B-A22B-Instruct-2507-FP8

Qwen/Qwen3-235B-A22B-Instruct-2507-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 256 GB. It is publicly listed on Hugging Face.

↓ 397,934♡ 150
235.0B256 GB+ VRAMapache-2.0
Deployment details →
text-generation

unsloth/GLM-5.2-GGUF

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

↓ 396,929♡ 643
Unknown8 GB+ VRAMmit
Deployment details →
zero-shot-image-classification

google/siglip2-so400m-patch16-naflex

google/siglip2-so400m-patch16-naflex 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.

↓ 396,680♡ 90
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-feature-extraction

timm/vit_base_patch14_reg4_dinov2.lvd142m

timm/vit_base_patch14_reg4_dinov2.lvd142m is a image feature extraction model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 394,272♡ 15
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

lmstudio-community/Qwen3.6-27B-MLX-8bit

lmstudio-community/Qwen3.6-27B-MLX-8bit is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.

↓ 394,181♡ 17
27.0B32 GB+ VRAMapache-2.0
Deployment details →
zero-shot-classification

cross-encoder/nli-deberta-v3-small

cross-encoder/nli-deberta-v3-small is a zero shot classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 392,493♡ 16
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-feature-extraction

nomic-ai/nomic-embed-vision-v1.5

nomic-ai/nomic-embed-vision-v1.5 is a image feature extraction model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 390,059♡ 230
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

bartowski/Qwen_Qwen3.5-0.8B-GGUF

bartowski/Qwen_Qwen3.5-0.8B-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 388,995♡ 21
800M4 GB+ VRAMapache-2.0
Deployment details →