2,439,299 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
ibm-granite/granite-embedding-311m-multilingual-r2 is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
OBLITERATUS/Ornith-1.5-9B-OBLITERATED is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
moonshotai/Kimi-Linear-48B-A3B-Base is a text generation model indexed for deployment research. Estimated minimum GPU memory is 128 GB. It is publicly listed on Hugging Face.
mistralai/Ministral-3-8B-Instruct-2512 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
timm/vit_base_patch16_224.dino is a image feature extraction model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
JetBrains/Mellum2-12B-A2.5B-Instruct-GGUF-Q4_K_M 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-4.2-3b-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
Qwen/Qwen2-1.5B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
shawnw3i/Qwen3.8-27B-AWQ-MTP 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.
florence-community/Florence-2-large 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.
MaziyarPanahi/DeepSeek-V3-0324-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
RadixArk/Qwen3.8-27B-NVFP4-BF16-LMHead 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.
openbmb/MiniCPM-V-4.6-Thinking 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.
ibm-research/PowerMoE-3b is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
lmstudio-community/Qwen3.5-4B-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
bloomer010/Ling-3.0-tiny-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
Alissonerdx/BFS-Best-Face-Swap is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
facebook/sam2.1-hiera-tiny is a mask generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
bullerwins/Wan2.2-I2V-A14B-GGUF is a image to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
allenai/OLMoE-1B-7B-0125-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
PekingU/rtdetr_r50vd_coco_o365 is a object detection model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
typhoon-ai/typhoon2.5-qwen3-4b is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.