HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

2,393,303 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

image-text-to-text

thinkingmachines/Inkling-Small

thinkingmachines/Inkling-Small 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.

↓ 1,015,978♡ 429
Unknown8 GB+ VRAMapache-2.0
Deployment details →
sentence-similarity

Alibaba-NLP/gte-multilingual-base

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

↓ 1,014,297♡ 390
Unknown4 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

unsloth/Qwen3.8-Flash-Next-GGUF

unsloth/Qwen3.8-Flash-Next-GGUF 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.

↓ 1,011,275♡ 1,262
Unknown8 GB+ VRAMother
Deployment details →
text-generation

HuggingFaceTB/SmolLM2-135M-Instruct

HuggingFaceTB/SmolLM2-135M-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,009,563♡ 462
Unknown8 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

unsloth/gemma-4-26B-A4B-it-GGUF

unsloth/gemma-4-26B-A4B-it-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.

↓ 1,007,596♡ 1,246
26.0B24 GB+ VRAMapache-2.0
Deployment details →
automatic-speech-recognition

Yehor/w2v-xls-r-uk

Yehor/w2v-xls-r-uk is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,006,277♡ 10
Unknown8 GB+ VRAMapache-2.0
Deployment details →
audio-to-audio

nvidia/bigvgan_v2_44khz_128band_512x

nvidia/bigvgan_v2_44khz_128band_512x is a audio to audio model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 1,002,114♡ 84
Unknown8 GB+ VRAMmit
Deployment details →
text-generation

unsloth/Llama-3.2-1B-Instruct

unsloth/Llama-3.2-1B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

↓ 1,000,990♡ 107
1.0B6 GB+ VRAMllama3.2
Deployment details →
image-text-to-text

RadixArk/Qwen3.8-27B-NVFP4

RadixArk/Qwen3.8-27B-NVFP4 is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.

↓ 999,913♡ 118
27.0B64 GB+ VRAMapache-2.0
Deployment details →
text-generation

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

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

↓ 998,893♡ 49
32.0B80 GB+ VRAMapache-2.0
Deployment details →
text-generation

bigscience/bloomz-560m

bigscience/bloomz-560m is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 997,169♡ 149
Unknown8 GB+ VRAMbigscience-bloom-rail-1.0
Deployment details →
text-generation

ornith-ai/Ornith-1.5-9B-NVFP4

ornith-ai/Ornith-1.5-9B-NVFP4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

↓ 992,321♡ 13
9.0B24 GB+ VRAMmit
Deployment details →
any-to-any

google/gemma-4-E4B-it-qat-q4_0-gguf

google/gemma-4-E4B-it-qat-q4_0-gguf is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 991,798♡ 169
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

kindlingai/glm-5.3-exlr8-k2-k3-k4

kindlingai/glm-5.3-exlr8-k2-k3-k4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 983,682♡ 23
Unknown8 GB+ VRAMother
Deployment details →
image-text-to-text

bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF

bartowski/MiMo-V2.6-Distill-Qwen-9B-GGUF 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.

↓ 983,292♡ 164
9.0B8 GB+ VRAMLicense unknown
Deployment details →
feature-extraction

jinaai/jina-embeddings-v5-omni-small

jinaai/jina-embeddings-v5-omni-small is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.

↓ 981,722♡ 174
Unknown4 GB+ VRAMcc-by-nc-4.0
Deployment details →
general AI

tencent/Hy-MT2-7B-GGUF

tencent/Hy-MT2-7B-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 976,981♡ 94
7.0B8 GB+ VRAMapache-2.0
Deployment details →
fill-mask

google-bert/bert-base-chinese

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

↓ 976,813♡ 1,493
Unknown8 GB+ VRAMapache-2.0
Deployment details →
text-generation

zai-org/GLM-4.5-Air

zai-org/GLM-4.5-Air is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

↓ 975,369♡ 647
Unknown8 GB+ VRAMmit
Deployment details →
text-generation

Qwen/Qwen3-30B-A3B

Qwen/Qwen3-30B-A3B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.

↓ 973,548♡ 973
30.0B80 GB+ VRAMapache-2.0
Deployment details →
image-text-to-text

unsloth/Qwen3.5-35B-A3B-GGUF

unsloth/Qwen3.5-35B-A3B-GGUF 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.

↓ 973,321♡ 880
35.0B32 GB+ VRAMapache-2.0
Deployment details →