887,060 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
unsloth/Qwen3.6-35B-A3B-UD-MLX-3bit 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.
majentik/Qwen3.8-27B-MLX-5bit 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.
cryptoDev23/Affine-5Dku3dYp9j-hk8161 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
EnlistedGhost/Pixtral-12B-Ollama-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
Yuqi123/Qwen3.5-4B-blockwise-fp8 is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
bunsenfeng/parti_1_full is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Recor2d/GPT2-ChineseDevBench is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
RedHatAI/Mistral-Small-3.1-24B-Instruct-2503 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.
unsloth/FLUX.2-klein-base-9B is a image to image model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
Naphula/Goetia-26B-A4B-v1.3-Absolute-Heretic-ARA 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.
mradermacher/Qwen3.8-2B-Heretic-Max-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
LordNeel/Ornith-1.0-35B-GGUF-llamacpp-tp1 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
mradermacher/Cydonia-24B-v4.3-heretic-v2-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.
bunsenfeng/parti_2_full is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
dhanr4j/bitvoice-dictation is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
LiconStudio/Gemma-4-31B-it-abliterated-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
genbio-ai/GB.Protein-16B is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
FadedRedStar/gemma-4-E4B-it-qat-q4_0-heretic-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.
qvac/VisionPsy-Nano-460M-Flash-GGUFs 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.
zeromodels/qwen3.5-9b 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.
Rewnozom/Rewnozom-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
tjruesch/xlm-roberta-base-ner-hrl-onnx is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Atomic-Germ/Qwen3.5-9B-Claude-4.8-Opus-NPU2 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
FunAudioLLM/Fun-ASR-Nano-2512 is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.