2,669,849 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
unsloth/Qwen2.5-32B-Instruct-bnb-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
dima806/skin_types_image_detection is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
OpenMed/OpenMed-ZeroShot-NER-Anatomy-Medium-209M is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lmstudio-community/Ministral-3-14B-Reasoning-2512-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
optimum-intel-internal-testing/tiny-random-pegasus is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
OpenGVLab/InternVL3_5-8B-HF 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.
black-forest-labs/FLUX.1-Krea-dev is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. Access approval is required on Hugging Face.
yaya36095/xlm-roberta-text-detector is a text classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
rinna/japanese-clip-vit-b-16 is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
microsoft/DialoGPT-small is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Qwen/Qwen-AgentWorld-35B-A3B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
nvidia/llama-nemotron-embed-vl-1b-v2 is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
llmfan46/gemma-4-E4B-it-ultra-uncensored-heretic-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.
Inferact/Muse-Glimmer-30B-NVFP4-W4A4 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.
ibm-granite/granite-3.3-2b-instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
AxionML/Qwen3.5-9B-NVFP4 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.
OpenMed/OpenMed-ZeroShot-NER-Disease-XLarge-770M is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mixedbread-ai/mxbai-rerank-large-v1 is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
meta-llama/Llama-Guard-4-12B 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.
google/t5gemma-2-270m-270m is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
optimum-intel-internal-testing/tiny-random-ArceeForCausalLM is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
nvidia/Cosmos-Reason1-7B 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.
ifmylove2011/girlslike-krea2 is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
Abiray/Qwen3.8-27B-Q4_K_M-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.