HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,433,299 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

video-to-video

numz/SeedVR2_comfyUI

numz/SeedVR2_comfyUI is a video to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 485,212♡ 324
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

google/gemma-4-31B-it-qat-q4_0-gguf

google/gemma-4-31B-it-qat-q4_0-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.

↓ 484,616♡ 127
31.0B24 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

unsloth/Kimi-K3-GGUF

unsloth/Kimi-K3-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.

↓ 484,489♡ 379
Unknown8 GB+ VRAMother
Deployment details →
image-text-to-text

stepfun-ai/GOT-OCR2_0

stepfun-ai/GOT-OCR2_0 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.

↓ 483,781♡ 1,568
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-to-speech

microsoft/VibeVoice-1.5B

microsoft/VibeVoice-1.5B is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

↓ 482,056♡ 2,486
1.5B6 GB+ VRAMmit
Deployment details →
image-to-text

PaddlePaddle/UVDoc

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

↓ 481,802♡ 14
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

cyankiwi/Qwen3-VL-8B-Instruct-AWQ-4bit

cyankiwi/Qwen3-VL-8B-Instruct-AWQ-4bit 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.

↓ 481,566♡ 17
8.0B8 GB+ VRAMapache-2.0
Deployment details →
token-classification

segment-any-text/sat-3l-sm

segment-any-text/sat-3l-sm is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 481,272♡ 14
Unknown8 GB+ VRAMmit
Deployment details →
text-generation

Qwen/Qwen3-30B-A3B-Instruct-2507-FP8

Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

↓ 480,484♡ 134
30.0B80 GB+ VRAMapache-2.0
Deployment details →
sentence-similarity

Alibaba-NLP/gte-base-en-v1.5

Alibaba-NLP/gte-base-en-v1.5 is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 474,736♡ 72
Unknown4 GB+ VRAMapache-2.0
Deployment details →
text-generation

LilaRest/gemma-4-31B-it-NVFP4-turbo

LilaRest/gemma-4-31B-it-NVFP4-turbo is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

↓ 473,694♡ 303
31.0B80 GB+ VRAMapache-2.0
Deployment details →
text-generation

NousResearch/Hermes-3-Llama-3.1-8B

NousResearch/Hermes-3-Llama-3.1-8B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 472,921♡ 520
8.0B24 GB+ VRAMllama3
Deployment details →
time-series-forecasting

autogluon/chronos-2-synth

autogluon/chronos-2-synth is a time series forecasting model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 472,624♡ 6
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

palmfuture/Qwen3.6-35B-A3B-GPTQ-Int4

palmfuture/Qwen3.6-35B-A3B-GPTQ-Int4 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.

↓ 470,262♡ 29
35.0B32 GB+ VRAMapache-2.0
Deployment details →
general AIGated

NorwAI/NorwAI-Magistral-24B-reasoning

NorwAI/NorwAI-Magistral-24B-reasoning is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. Access approval is required on Hugging Face.

↓ 469,695♡ 15
24.0B24 GB+ VRAMLicense unknown
Deployment details →
text-generationGated

meta-llama/Llama-3.1-405B-FP8

meta-llama/Llama-3.1-405B-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 256 GB. Access approval is required on Hugging Face.

↓ 468,260♡ 124
405.0B256 GB+ VRAMllama3.1
Deployment details →
general AI

Comfy-Org/Wan-Animate-2

Comfy-Org/Wan-Animate-2 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 466,699♡ 47
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

GSAI-ML/LLaDA-8B-Instruct

GSAI-ML/LLaDA-8B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 465,124♡ 364
8.0B24 GB+ VRAMmit
Deployment details →
image-text-to-text

unsloth/gemma-4-31B-it-GGUF

unsloth/gemma-4-31B-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.

↓ 464,589♡ 601
31.0B24 GB+ VRAMapache-2.0
Deployment details →