2,641,850 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
fal/Qwen-Image-Edit-2511-Multiple-Angles-LoRA is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
stabilityai/stable-diffusion-3.5-large is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. Access approval is required on Hugging Face.
ggml-org/GLM-4.7-Flash-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/Llama3.3-8B-Instruct-Thinking-Heretic-Uncensored-Claude-4.5-Opus-High-Reasoning-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
unsloth/gemma-3-270m-it is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
cross-encoder/nli-deberta-v3-xsmall is a zero shot classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lmstudio-community/Qwen3-8B-MLX-8bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
ibm-granite/granite-embedding-30m-english is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
mirth/chonky_distilbert_base_uncased_1 is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
peft-internal-testing/tiny-random-RobertaModel is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
MaziyarPanahi/Mistral-7B-Instruct-v0.3-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Qwen/Qwen3.5-27B-GPTQ-Int4 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.
ideogram-ai/ideogram-4-fp8 is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. Access approval is required on Hugging Face.
optimum-intel-internal-testing/pix2struct-tiny-random is a image to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mlx-community/GLM-OCR-4bit is a image to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
ManniX-ITA/Qwen3.6-27B-A3B-Coder-MTP-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
LGAI-EXAONE/EXAONE-3.5-2.4B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Qwen/Qwen2.5-1.5B-Instruct-AWQ is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.
fashn-ai/fashn-human-parser is a image segmentation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
meta-llama/Llama-3.2-11B-Vision-Instruct is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 32 GB. Access approval is required on Hugging Face.
tiiuae/Falcon-H1-0.5B-Base is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
ggml-org/gemma-3-4b-it-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
openbmb/MiniCPM-o-4_5-awq is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.