HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

210,822 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

any-to-any

bartowski/kai-os_Grug-12B-GGUF

bartowski/kai-os_Grug-12B-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.

222,7772
12.0B12 GB+ VRAMother
Deployment details
image-text-to-text

ggml-org/gemma-4-26B-A4B-it-GGUF

ggml-org/gemma-4-26B-A4B-it-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.

222,12884
26.0B24 GB+ VRAMapache-2.0
Deployment details
general AI

Comfy-Org/Ideogram-4

Comfy-Org/Ideogram-4 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

221,715245
Unknown8 GB+ VRAMother
Deployment details
image-text-to-text

cyankiwi/Qwen3-VL-4B-Instruct-AWQ-4bit

cyankiwi/Qwen3-VL-4B-Instruct-AWQ-4bit is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

219,12910
4.0B6 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

RadixArk/Qwen3.8-Flash-Next-NVFP4

RadixArk/Qwen3.8-Flash-Next-NVFP4 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.

216,99385
Unknown8 GB+ VRAMother
Deployment details
text-generation

InternScience/Agents-A1-4B-Q8_0-GGUF

InternScience/Agents-A1-4B-Q8_0-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

216,91246
4.0B6 GB+ VRAMapache-2.0
Deployment details
image-text-to-text

thinkingmachines/Inkling-Small-NVFP4

thinkingmachines/Inkling-Small-NVFP4 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.

215,13979
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

ornith-ai/Ornith-1.5-35B-A3B-MLX

ornith-ai/Ornith-1.5-35B-A3B-MLX is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

214,50950
35.0B80 GB+ VRAMLicense unknown
Deployment details
zero-shot-image-classification

google/tipsv2-b14

google/tipsv2-b14 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.

212,618122
Unknown8 GB+ VRAMapache-2.0
Deployment details
visual-document-retrieval

vidore/colSmol-500M

vidore/colSmol-500M is a visual document retrieval model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

209,93022
Unknown8 GB+ VRAMmit
Deployment details
image-text-to-text

ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF

ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-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.

206,575318
27.0B24 GB+ VRAMapache-2.0
Deployment details
text-generation

ornith-ai/Ornith-1.5-397B-FP8

ornith-ai/Ornith-1.5-397B-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 256 GB. It is publicly listed on Hugging Face.

206,5598
397.0B256 GB+ VRAMmit
Deployment details
tabular-classification

Synthefy/Nori-30M

Synthefy/Nori-30M is a tabular classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

203,7775
Unknown8 GB+ VRAMapache-2.0
Deployment details
text-generation

unsloth/GLM-5.3-GGUF

unsloth/GLM-5.3-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

200,08572
Unknown8 GB+ VRAMother
Deployment details
text-to-speech

bosonai/higgs-tts-3-4b

bosonai/higgs-tts-3-4b is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

198,569746
4.0B12 GB+ VRAMother
Deployment details
text-generation

ggml-org/gpt-oss-120b-GGUF

ggml-org/gpt-oss-120b-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

194,96376
120.0B80 GB+ VRAMapache-2.0
Deployment details
general AI

Comfy-Org/Mage-Flow

Comfy-Org/Mage-Flow is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

194,659122
Unknown8 GB+ VRAMmit
Deployment details