1,247,028 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
prometheusAIR/Ling-3.0-flash-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
magiccodingman/Qwen3.8-27B-heretic-ara-fp8 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.
mradermacher/Qwen3-Polaris-Preview-128k-6B-Brainstorm20x-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
mradermacher/Clarity-llama-70b-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
ebircak/gemma-4-31B-it-4bit-W4A16-GPTQ is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
mradermacher/gemma-4-E4B-it-The-DECKARD-HERETIC-UNCENSORED-Thinking-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.
ggml-org/gemma-4-E2B-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.
solomoniw/CallForge-1B-v1 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
prithivMLmods/Qwen-Image-Edit-2511-Noir-Comic-Book-Panel is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
mradermacher/Mazoku-8B-Qwen3-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.
mradermacher/Q3.5-BlueStar-v2-27B-uncensored-heretic-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
numind/NuExtract-1.5 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
WhiskyAKM/Gemma-4-12B-it-qat-NVFP4-GGUF is a any to any model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
Mungert/SWE-agent-LM-32B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
allegrolab/hubble-8b-100b_toks-perturbed-hf is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
mradermacher/Magistral-Small-2509-Text-Only-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.
mradermacher/Qwen3.5-27B-Samantha-Uncensored-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
oxdev/security-auditor-grpo is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
OpenMOSS-Team/MOSS-SoundEffect-v2.0 is a text to audio model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/Qwen3.6-27B-Ultimate-Uncensored-heretic-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
mradermacher/Huihui-MiniCPM5-1B-abliterated-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
rimochan/RUM-FLUX.2-klein-4B is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
bartowski/Nanbeige_Nanbeige4-3B-Thinking-2511-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
sign/utf8-lm-tiny is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.