2,501,590 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
Qwen/Qwen2-0.5B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
RedHatAI/Qwen3.5-9B-FP8-dynamic 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.
meta-llama/Llama-3.2-3B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. Access approval is required on Hugging Face.
baidu/Qianfan-OCR 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.
ggml-org/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
giacomoarienti/nsfw-classifier is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
drbaph/MiniMax-H3-Turbo-Lora-ComfyUI is a text to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
cyankiwi/Ministral-3-8B-Reasoning-2512-AWQ-4bit is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
OpenMed/OpenMed-PII-SuperClinical-Small-44M-v1 is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
LyliaEngine/Pony_Diffusion_V6_XL is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
opendatalab/MinerU2.5-Pro-2604-1.2B 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.
ModernVBERT/colmodernvbert is a visual document retrieval model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
typhoon-ai/typhoon-ocr1.5-2b 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.
RedHatAI/gemma-4-26B-A4B-it-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.
lmstudio-community/DeepSeek-R1-0528-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.
stabilityai/TripoSR is a image to 3d model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Qwen/Qwen2-Audio-7B-Instruct is a audio text to text model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
allenai/Olmo-3-7B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
timm/vit_small_patch16_dinov3.lvd1689m is a image feature extraction model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
OpenMOSS-Team/MOSS-Transcribe-Diarize is a audio text to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
ornith-ai/Ornith-1.5-35B-A3B-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
ai4bharat/indictrans2-en-indic-dist-200M is a translation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
timm/efficientnet_b3.ra2_in1k is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
z-lab/Qwen3.8-27B-DFlash2 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.