2,453,874 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
ibm-granite/granite-4.1-3b is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
nphSi/Z-Image-Lora is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
naver/splade-cocondenser-ensembledistil is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
joeygambino/MiniMax-H3-encoder-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.
depth-anything/DA3METRIC-LARGE is a depth estimation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
unsloth/DeepSeek-V4-Flash-0731-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
ggml-org/embeddinggemma-300M-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Agnuxo/CAJAL-4B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
RedHatAI/gemma-4-31B-it-FP8-dynamic 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.
SexGod1979/PinkCherry_NSFW_LTX23 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
briaai/RMBG-1.4 is a image segmentation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
timm/vit_base_patch8_224.augreg2_in21k_ft_in1k is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
fastino/gliner2-large-v1 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
LeaderboardModel1/zeta-2.1-autoround-W4A16 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4-DSpark is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
unsloth/North-Mini-Code-1.0-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mlx-community/gpt-oss-20b-MXFP4-Q8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
KyleHessling1/Qwopus3.6-27B-Fusion-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
HuggingFaceTB/SmolLM2-360M-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
incoai/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.
m-a-p/MERT-v1-95M is a audio classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
orcarouter/Qwen3.8-27B-Uncensored-GGUF 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.
mixedbread-ai/deepset-mxbai-embed-de-large-v1 is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
city96/umt5-xxl-encoder-gguf is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.