HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,589,853 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

image-text-to-text

unsloth/gemma-4-E2B-it

unsloth/gemma-4-E2B-it 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.

↓ 62,574♡ 14
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-classification

timm/efficientnet_b2.ra_in1k

timm/efficientnet_b2.ra_in1k is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 62,419♡ 0
Unknown8 GB+ VRAMapache-2.0
Deployment details →
time-series-forecasting

autogluon/chronos-t5-mini

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

↓ 62,147♡ 5
Unknown8 GB+ VRAMapache-2.0
Deployment details →
zero-shot-image-classification

timm/ViT-B-16-SigLIP2

timm/ViT-B-16-SigLIP2 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.

↓ 62,020♡ 1
Unknown8 GB+ VRAMapache-2.0
Deployment details →
feature-extraction

arkohut/jina-embeddings-v2-base-en

arkohut/jina-embeddings-v2-base-en is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 62,001♡ 0
Unknown4 GB+ VRAMapache-2.0
Deployment details →
text-to-image

Tongyi-MAI/Z-Image

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

↓ 61,852♡ 1,249
Unknown12 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

bartowski/Muse-Glimmer-30B-GGUF

bartowski/Muse-Glimmer-30B-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.

↓ 61,815♡ 19
30.0B24 GB+ VRAMapache-2.0
Deployment details →
text-to-speech

onnx-community/Kokoro-82M-ONNX

onnx-community/Kokoro-82M-ONNX is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 61,783♡ 180
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

Qwen/Qwen3-30B-A3B-GPTQ-Int4

Qwen/Qwen3-30B-A3B-GPTQ-Int4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 61,656♡ 58
30.0B24 GB+ VRAMapache-2.0
Deployment details →
text-generation

microsoft/Phi-4-mini-reasoning

microsoft/Phi-4-mini-reasoning is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 61,447♡ 240
Unknown8 GB+ VRAMmit
Deployment details →
image-classification

timm/vit_base_patch16_224.augreg_in21k

timm/vit_base_patch16_224.augreg_in21k is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 61,262♡ 11
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-textGated

orcarouter/Qwen3.8-27B-Uncensored-NVFP4

orcarouter/Qwen3.8-27B-Uncensored-NVFP4 is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 64 GB. Access approval is required on Hugging Face.

↓ 61,169♡ 160
27.0B64 GB+ VRAMapache-2.0
Deployment details →
any-to-any

RedHatAI/gemma-4-12B-it-NVFP4

RedHatAI/gemma-4-12B-it-NVFP4 is a any to any model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.

↓ 61,142♡ 5
12.0B32 GB+ VRAMapache-2.0
Deployment details →
text-to-speech

unsloth/orpheus-3b-0.1-ft

unsloth/orpheus-3b-0.1-ft is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

↓ 61,068♡ 15
3.0B12 GB+ VRAMapache-2.0
Deployment details →
text-generation

ibm-granite/granite-4.0-tiny-preview

ibm-granite/granite-4.0-tiny-preview is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 60,786♡ 184
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-to-image

unsloth/Z-Image-GGUF

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

↓ 60,701♡ 195
Unknown12 GB+ VRAMapache-2.0
Deployment details →