HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,395,303 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

sentence-similarity

intfloat/e5-base-v2

intfloat/e5-base-v2 is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 973,249♡ 171
Unknown4 GB+ VRAMmit
Deployment details →
image-text-to-textGated

google/gemma-3-4b-it

google/gemma-3-4b-it is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 12 GB. Access approval is required on Hugging Face.

↓ 970,319♡ 1,596
4.0B12 GB+ VRAMgemma
Deployment details →
text-to-speech

openbmb/VoxCPM2

openbmb/VoxCPM2 is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 968,752♡ 1,723
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

prism-ml/Ternary-Bonsai-27B-mlx-2bit

prism-ml/Ternary-Bonsai-27B-mlx-2bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.

↓ 966,372♡ 217
27.0B64 GB+ VRAMapache-2.0
Deployment details →
text-generation

tencent/Hy3

tencent/Hy3 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 965,991♡ 987
Unknown8 GB+ VRAMapache-2.0
Deployment details →
feature-extraction

michaelfeil/bge-small-en-v1.5

michaelfeil/bge-small-en-v1.5 is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 962,503♡ 3
Unknown4 GB+ VRAMmit
Deployment details →
text-generation

PrimeIntellect/Qwen3-0.6B

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

↓ 959,097♡ 0
600M4 GB+ VRAMapache-2.0
Deployment details →
text-to-speech

SWivid/F5-TTS

SWivid/F5-TTS is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 957,123♡ 1,222
Unknown8 GB+ VRAMcc-by-nc-4.0
Deployment details →
text-generation

prism-ml/Bonsai-27B-mlx-1bit

prism-ml/Bonsai-27B-mlx-1bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.

↓ 956,460♡ 282
27.0B64 GB+ VRAMapache-2.0
Deployment details →
any-to-any

unsloth/gemma-4-12B-it-qat-GGUF

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

↓ 956,012♡ 531
12.0B12 GB+ VRAMapache-2.0
Deployment details →
text-generation

zai-org/GLM-4.7-Flash

zai-org/GLM-4.7-Flash is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 953,714♡ 1,888
Unknown8 GB+ VRAMmit
Deployment details →
image-text-to-text

RedHatAI/Qwen3.6-35B-A3B-NVFP4

RedHatAI/Qwen3.6-35B-A3B-NVFP4 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.

↓ 950,529♡ 193
35.0B80 GB+ VRAMapache-2.0
Deployment details →
sentence-similarity

nomic-ai/nomic-embed-text-v2-moe

nomic-ai/nomic-embed-text-v2-moe is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 949,879♡ 512
Unknown4 GB+ VRAMapache-2.0
Deployment details →
text-generation

TinyLlama/TinyLlama-1.1B-Chat-v1.0

TinyLlama/TinyLlama-1.1B-Chat-v1.0 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

↓ 948,502♡ 1,885
1.1B6 GB+ VRAMapache-2.0
Deployment details →
translation

facebook/nllb-200-distilled-600M

facebook/nllb-200-distilled-600M is a translation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 946,053♡ 997
Unknown8 GB+ VRAMcc-by-nc-4.0
Deployment details →
feature-extraction

microsoft/wavlm-base-plus

microsoft/wavlm-base-plus is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 944,395♡ 40
Unknown4 GB+ VRAMLicense unknown
Deployment details →
text-generation

zai-org/GLM-5.2-FP8

zai-org/GLM-5.2-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 944,310♡ 266
Unknown8 GB+ VRAMmit
Deployment details →
text-generation

bartowski/Qwen2.5-32B-Instruct-GGUF

bartowski/Qwen2.5-32B-Instruct-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 943,067♡ 91
32.0B24 GB+ VRAMapache-2.0
Deployment details →
automatic-speech-recognition

NbAiLab/nb-wav2vec2-1b-nynorsk

NbAiLab/nb-wav2vec2-1b-nynorsk is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

↓ 940,733♡ 3
1.0B6 GB+ VRAMapache-2.0
Deployment details →
automatic-speech-recognition

gagan3012/wav2vec2-xlsr-nepali

gagan3012/wav2vec2-xlsr-nepali is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 940,500♡ 8
Unknown8 GB+ VRAMapache-2.0
Deployment details →
general AI

facebook/wav2vec2-xls-r-300m

facebook/wav2vec2-xls-r-300m is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 940,148♡ 134
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

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

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

↓ 938,272♡ 26
3.0B12 GB+ VRAMother
Deployment details →