HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,381,302 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

image-to-text

zai-org/GLM-OCR

zai-org/GLM-OCR is a image to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,674,865♡ 2,179
Unknown8 GB+ VRAMmit
Deployment details →
time-series-forecasting

autogluon/chronos-bolt-base

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

↓ 1,670,769♡ 45
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

Qwen/Qwen2.5-VL-3B-Instruct

Qwen/Qwen2.5-VL-3B-Instruct is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

↓ 1,662,780♡ 737
3.0B12 GB+ VRAMLicense unknown
Deployment details →
sentence-similarity

Qdrant/bge-small-en-v1.5-onnx-Q

Qdrant/bge-small-en-v1.5-onnx-Q is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 1,660,388♡ 14
Unknown4 GB+ VRAMmit
Deployment details →
image-classification

Falconsai/nsfw_image_detection

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

↓ 1,655,007♡ 1,219
Unknown8 GB+ VRAMapache-2.0
Deployment details →
sentence-similarity

Qdrant/all-MiniLM-L6-v2-onnx

Qdrant/all-MiniLM-L6-v2-onnx is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 1,654,903♡ 28
Unknown4 GB+ VRAMapache-2.0
Deployment details →
zero-shot-image-classification

google/siglip2-base-patch16-224

google/siglip2-base-patch16-224 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.

↓ 1,652,866♡ 157
Unknown8 GB+ VRAMapache-2.0
Deployment details →
automatic-speech-recognition

gigant/romanian-wav2vec2

gigant/romanian-wav2vec2 is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,651,791♡ 20
Unknown8 GB+ VRAMapache-2.0
Deployment details →
feature-extraction

jinaai/jina-embeddings-v3

jinaai/jina-embeddings-v3 is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 1,615,747♡ 1,171
Unknown4 GB+ VRAMcc-by-nc-4.0
Deployment details →
text-generation

nvidia/Qwen2.5-VL-7B-Instruct-NVFP4

nvidia/Qwen2.5-VL-7B-Instruct-NVFP4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 1,614,661♡ 27
7.0B24 GB+ VRAMother
Deployment details →
text-ranking

Qwen/Qwen3-Reranker-0.6B

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

↓ 1,609,968♡ 424
600M4 GB+ VRAMapache-2.0
Deployment details →
audio-text-to-text

scragnog/MOSS-Music-8B-Instruct-GGUF

scragnog/MOSS-Music-8B-Instruct-GGUF is a audio text to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,605,984♡ 6
8.0B8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

deepseek-ai/DeepSeek-V4.1-Flash

deepseek-ai/DeepSeek-V4.1-Flash 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.

↓ 1,569,981♡ 4,729
Unknown8 GB+ VRAMmit
Deployment details →
general AI

facebook/esmfold_v1

facebook/esmfold_v1 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,569,405♡ 61
Unknown8 GB+ VRAMmit
Deployment details →
zero-shot-object-detection

google/owlv2-base-patch16-ensemble

google/owlv2-base-patch16-ensemble is a zero shot object detection model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,565,067♡ 146
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

thinkingmachines/Inkling

thinkingmachines/Inkling 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.

↓ 1,556,584♡ 1,828
Unknown8 GB+ VRAMapache-2.0
Deployment details →
general AI

Comfy-Org/stable-diffusion-1.5

Comfy-Org/stable-diffusion-1.5 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,547,988♡ 189
Unknown8 GB+ VRAMcreativeml-openrail-m
Deployment details →
automatic-speech-recognition

airesearch/wav2vec2-large-xlsr-53-th

airesearch/wav2vec2-large-xlsr-53-th is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,544,649♡ 38
Unknown8 GB+ VRAMcc-by-sa-4.0
Deployment details →
text-generation

ornith-ai/Ornith-1.0-35B-GGUF

ornith-ai/Ornith-1.0-35B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.

↓ 1,540,283♡ 1,064
35.0B32 GB+ VRAMmit
Deployment details →
general AI

mudler/Laguna-XS-2.1-APEX-GGUF

mudler/Laguna-XS-2.1-APEX-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,539,688♡ 28
Unknown8 GB+ VRAMopenmdw-1.1
Deployment details →