HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,367,304 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

any-to-any

openbmb/MiniCPM-o-4_5

openbmb/MiniCPM-o-4_5 is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 781,117♡ 1,478
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-classification

timm/convnext_tiny.in12k_ft_in1k

timm/convnext_tiny.in12k_ft_in1k is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 780,525♡ 6
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-ranking

cross-encoder/ms-marco-electra-base

cross-encoder/ms-marco-electra-base is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 779,290♡ 7
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

CMSManhattan/JiRackUltra_14b

CMSManhattan/JiRackUltra_14b is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

↓ 778,158♡ 4
14.0B12 GB+ VRAMmit
Deployment details →
text-generation

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

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

↓ 774,742♡ 2,175
32.0B80 GB+ VRAMapache-2.0
Deployment details →
text-generation

protoLabsAI/Ornith-1.0-35B-FP8

protoLabsAI/Ornith-1.0-35B-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

↓ 774,269♡ 8
35.0B80 GB+ VRAMmit
Deployment details →
text-generation

farbodtavakkoli/OTel-2.0-LLM-31B-IT

farbodtavakkoli/OTel-2.0-LLM-31B-IT is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

↓ 774,082♡ 28
31.0B80 GB+ VRAMapache-2.0
Deployment details →
text-generation

Qwen/Qwen3-0.6B-Base

Qwen/Qwen3-0.6B-Base is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 771,757♡ 200
600M4 GB+ VRAMapache-2.0
Deployment details →
text-generation

HuggingFaceTB/SmolLM3-3B

HuggingFaceTB/SmolLM3-3B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

↓ 764,561♡ 1,060
3.0B12 GB+ VRAMapache-2.0
Deployment details →
fill-mask

answerdotai/ModernBERT-large

answerdotai/ModernBERT-large is a fill mask model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 763,506♡ 499
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

Qwen/Qwen2.5-7B

Qwen/Qwen2.5-7B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 763,313♡ 334
7.0B24 GB+ VRAMapache-2.0
Deployment details →
image-classification

AdamCodd/vit-base-nsfw-detector

AdamCodd/vit-base-nsfw-detector is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 762,818♡ 91
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-segmentation

ZhengPeng7/BiRefNet

ZhengPeng7/BiRefNet is a image segmentation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 760,447♡ 652
Unknown8 GB+ VRAMmit
Deployment details →
image-text-to-text

cyankiwi/Qwen3.6-35B-A3B-AWQ-4bit

cyankiwi/Qwen3.6-35B-A3B-AWQ-4bit 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.

↓ 759,550♡ 96
35.0B32 GB+ VRAMapache-2.0
Deployment details →
general AI

Comfy-Org/MiniMax-Music-3

Comfy-Org/MiniMax-Music-3 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 749,529♡ 225
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

Qwen/Qwen3-8B-Base

Qwen/Qwen3-8B-Base is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 749,410♡ 135
8.0B24 GB+ VRAMapache-2.0
Deployment details →
general AI

Ransaka/sinlib

Ransaka/sinlib is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 742,857♡ 0
Unknown8 GB+ VRAMmit
Deployment details →
automatic-speech-recognition

microsoft/VibeVoice-ASR

microsoft/VibeVoice-ASR is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 739,623♡ 1,293
Unknown8 GB+ VRAMmit
Deployment details →
image-text-to-text

RedHatAI/gemma-4-31B-it-FP8-block

RedHatAI/gemma-4-31B-it-FP8-block 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.

↓ 737,234♡ 45
31.0B80 GB+ VRAMapache-2.0
Deployment details →
zero-shot-classification

cross-encoder/nli-deberta-v3-base

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

↓ 733,758♡ 50
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

FINAL-Bench/POCKET-35B-GGUF

FINAL-Bench/POCKET-35B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.

↓ 733,560♡ 72
35.0B32 GB+ VRAMapache-2.0
Deployment details →
text-generation

Qwen/Qwen3-1.7B-Base

Qwen/Qwen3-1.7B-Base is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

↓ 733,454♡ 80
1.7B6 GB+ VRAMapache-2.0
Deployment details →
time-series-forecasting

amazon/chronos-t5-tiny

amazon/chronos-t5-tiny is a time series forecasting model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 732,401♡ 121
Unknown8 GB+ VRAMapache-2.0
Deployment details →