HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,365,305 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

fill-mask

FacebookAI/roberta-base

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

↓ 6,676,467♡ 699
Unknown8 GB+ VRAMmit
Deployment details →
image-classification

prithivMLmods/Gender-Classifier-Mini

prithivMLmods/Gender-Classifier-Mini is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 6,665,844♡ 14
Unknown8 GB+ VRAMapache-2.0
Deployment details →
feature-extraction

intfloat/multilingual-e5-large

intfloat/multilingual-e5-large is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 6,542,828♡ 1,281
Unknown4 GB+ VRAMmit
Deployment details →
time-series-forecasting

amazon/chronos-bolt-small

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

↓ 6,520,750♡ 65
Unknown8 GB+ VRAMapache-2.0
Deployment details →
zero-shot-image-classification

openai/clip-vit-large-patch14

openai/clip-vit-large-patch14 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.

↓ 6,427,402♡ 2,134
Unknown8 GB+ VRAMLicense unknown
Deployment details →
fill-mask

distilbert/distilbert-base-uncased

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

↓ 6,408,377♡ 1,136
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

zai-org/GLM-5.3-Flash

zai-org/GLM-5.3-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.

↓ 6,377,661♡ 2,935
Unknown8 GB+ VRAMmit
Deployment details →
image-text-to-text

Qwen/Qwen3.5-9B

Qwen/Qwen3.5-9B 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.

↓ 6,291,933♡ 2,234
9.0B24 GB+ VRAMapache-2.0
Deployment details →
text-to-speech

coqui/XTTS-v2

coqui/XTTS-v2 is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 6,174,629♡ 3,910
Unknown8 GB+ VRAMother
Deployment details →
text-generation

Qwen/Qwen2.5-7B-Instruct

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

↓ 6,077,597♡ 2,457
7.0B24 GB+ VRAMapache-2.0
Deployment details →
automatic-speech-recognition

openai/whisper-large-v3-turbo

openai/whisper-large-v3-turbo is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 5,902,590♡ 3,475
Unknown8 GB+ VRAMmit
Deployment details →
time-series-forecasting

autogluon/chronos-bolt-small

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

↓ 5,867,768♡ 84
Unknown8 GB+ VRAMapache-2.0
Deployment details →
general AI

unsloth/Qwen3.8-27B-GGUF

unsloth/Qwen3.8-27B-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 5,804,646♡ 5,308
27.0B24 GB+ VRAMapache-2.0
Deployment details →
text-generation

openai/gpt-oss-20b

openai/gpt-oss-20b is a text generation model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.

↓ 5,764,154♡ 5,215
20.0B48 GB+ VRAMapache-2.0
Deployment details →
general AI

Serveurperso/YuE2-GGUF

Serveurperso/YuE2-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 5,648,544♡ 21
Unknown8 GB+ VRAMcc-by-nc-4.0
Deployment details →
text-generation

deepseek-ai/DeepSeek-V3.2

deepseek-ai/DeepSeek-V3.2 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 5,571,243♡ 1,587
Unknown8 GB+ VRAMmit
Deployment details →
sentence-similarity

intfloat/multilingual-e5-base

intfloat/multilingual-e5-base is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 5,566,904♡ 415
Unknown4 GB+ VRAMmit
Deployment details →
fill-mask

microsoft/mdeberta-v3-base

microsoft/mdeberta-v3-base is a fill mask model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 5,550,655♡ 260
Unknown8 GB+ VRAMmit
Deployment details →
text-generation

facebook/opt-125m

facebook/opt-125m is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 5,448,124♡ 332
Unknown8 GB+ VRAMother
Deployment details →
text-generation

Qwen/Qwen2.5-0.5B-Instruct

Qwen/Qwen2.5-0.5B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 5,308,304♡ 710
500M4 GB+ VRAMapache-2.0
Deployment details →
voice-activity-detectionGated

pyannote/segmentation-3.0

pyannote/segmentation-3.0 is a voice activity detection model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.

↓ 5,242,194♡ 2,363
Unknown8 GB+ VRAMmit
Deployment details →
text-ranking

cross-encoder/ms-marco-MiniLM-L4-v2

cross-encoder/ms-marco-MiniLM-L4-v2 is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 5,228,634♡ 50
Unknown8 GB+ VRAMapache-2.0
Deployment details →