619,071 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
kernels-community/mamba-ssm is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
axolotl-ai-co/Mistral-Small-4-119B-2603-BF16 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 256 GB. It is publicly listed on Hugging Face.
HauhauCS/Nemotron3-Nano-4B-Uncensored-HauhauCS-Aggressive is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
wtdcode/GLM-5.3-Flash-AWQ-W4A16 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
orcarouter/Qwen3.8-Flash-Next-Uncensored-FP8 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.
Voodisss/Qwen3-Reranker-4B-GGUF-llama_cpp is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
llm-semantic-router/mmbert32k-modality-router-merged is a text classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/KAT-Coder-V2.5-Dev-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
RudySen/Krea2-realism-V1 is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
mradermacher/Qwen3.6-27B-Jormungandr-i1-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
detrax/Qwen3-4B-Thinking-2507-Qwen3.8-Max-Distillation-Detrax is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
Abiray/10Eros-Max-fl2va-Beta2-GGUF is a image text to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
vantagewithai/Bernini-R-GGUF-ComfyUI is a image text to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
reaperdoesntknow/TopologicalQwen is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
llm-jp/llm-jp-4-33b-thinking-gguf is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
cyankiwi/Ornith-1.5-35B-A3B-AWQ-INT4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
magiccodingman/Qwen3.8-27B-MXFP4-MagicQuant-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.
Blasserman/Qwen3.6-9B-Heretic-Uncensored-Thinking-Sweet-Madness-Q4_K_M-GGUF 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.
NANI-Nithin/Mellum2-12B-A2.5B-Instruct-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
mradermacher/Melody1437-31B-v2.0-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
Kai0kenX20/huihui-ai_Huihui-gpt-oss-20b-BF16-abliterated-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 16 GB. It is publicly listed on Hugging Face.
open-gigaai/GigaBrain-0.7-3.5B-Base is a robotics model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
Shiftedx/Qwen3.8-27B-Abliterated-MLX-MXFP4-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.
Lightricks/LTX-2.5-22b-IC-LoRA-Pixel-Spatial-Upscaler is a video to video model indexed for deployment research. Estimated minimum GPU memory is 64 GB. Access approval is required on Hugging Face.