HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

208,822 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

image-text-to-text

bartowski/google_gemma-4-E2B-it-GGUF

bartowski/google_gemma-4-E2B-it-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.

148,58735
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

batiai/Qwen3.6-27B-GGUF

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

139,8438
27.0B24 GB+ VRAMapache-2.0
Deployment details
general AI

fastino/gliner2-multi-v1

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

139,76787
Unknown8 GB+ VRAMapache-2.0
Deployment details
any-to-any

cyankiwi/gemma-4-12B-it-AWQ-INT4

cyankiwi/gemma-4-12B-it-AWQ-INT4 is a any to any model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

138,8209
12.0B12 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

orcarouter/Qwen3.8-27B-Uncensored-MLX

orcarouter/Qwen3.8-27B-Uncensored-MLX is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.

138,6561,297
27.0B64 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

mlx-community/Qwen3.8-27B-4bit

mlx-community/Qwen3.8-27B-4bit 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.

138,355132
27.0B24 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

ATH-MaaS/OvisOCR2

ATH-MaaS/OvisOCR2 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.

135,763451
Unknown8 GB+ VRAMapache-2.0
Deployment details
general AI

ibm-granite/granite-4.2-8b-GGUF

ibm-granite/granite-4.2-8b-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

135,60513
8.0B8 GB+ VRAMapache-2.0
Deployment details
any-to-any

google/gemma-4-12B

google/gemma-4-12B is a any to any model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.

133,277725
12.0B32 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

bartowski/tencent_UI-Mate-27B-GGUF

bartowski/tencent_UI-Mate-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.

129,1183
27.0B24 GB+ VRAMapache-2.0
Deployment details