HUGGING FACE MODEL INDEX

Search and compare Hugging Face models.

859,059 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.

text-generation

enacimie/Qwen3-4B-Q4_K_M-GGUF

enacimie/Qwen3-4B-Q4_K_M-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

3,1454
4.0B6 GB+ VRAMapache-2.0
Deployment details
general AIGated

MuScriptor/muscriptor-medium

MuScriptor/muscriptor-medium is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.

3,145104
Unknown8 GB+ VRAMcc-by-nc-4.0
Deployment details
text-generation

ggml-org/functiongemma-270m-it-GGUF

ggml-org/functiongemma-270m-it-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,1436
Unknown8 GB+ VRAMgemma
Deployment details
fill-mask

almanach/camembertv2-base

almanach/camembertv2-base is a fill mask model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,14311
Unknown8 GB+ VRAMmit
Deployment details
text-to-image

unsloth/Qwen-Image-2512

unsloth/Qwen-Image-2512 is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.

3,1422
Unknown12 GB+ VRAMapache-2.0
Deployment details
image-text-to-textGated

bharatgenai/patram-7b-instruct

bharatgenai/patram-7b-instruct is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 24 GB. Access approval is required on Hugging Face.

3,14042
7.0B24 GB+ VRAMapache-2.0
Deployment details
image-to-image

Runware/BFL-FLUX.2-klein-9B

Runware/BFL-FLUX.2-klein-9B is a image to image model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.

3,1390
9.0B24 GB+ VRAMLicense unknown
Deployment details
general AIGated

belztjti/img4

belztjti/img4 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.

3,1380
Unknown8 GB+ VRAMLicense unknown
Deployment details
image-text-to-text

Inferact/Qwen3.8-27B-MXFP4

Inferact/Qwen3.8-27B-MXFP4 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.

3,1383
27.0B64 GB+ VRAMapache-2.0
Deployment details
text-to-image

Bedovyy/ERNIE-Image-Quantized

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

3,13718
Unknown12 GB+ VRAMapache-2.0
Deployment details
text-generation

DreamFast/Qwen3-VL-8B-Heretic-1.3.0

DreamFast/Qwen3-VL-8B-Heretic-1.3.0 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,13714
8.0B8 GB+ VRAMapache-2.0
Deployment details
text-generation

drawais/Qwen3-Embedding-4B-AWQ-INT4

drawais/Qwen3-Embedding-4B-AWQ-INT4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.

3,1335
4.0B6 GB+ VRAMapache-2.0
Deployment details
any-to-any

unsloth/gemma-4-E4B-it-qat-w4a16

unsloth/gemma-4-E4B-it-qat-w4a16 is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.

3,1313
Unknown8 GB+ VRAMapache-2.0
Deployment details