897,059 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
carsenk/Ornith-1.5-35B-A3B-ROGUE-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
mradermacher/Qwen3-30B-A3B-Element11b-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.
lightx2v/Qwen-Image-Edit-Causal is a image text to image model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mudler/Qwen3.5-35B-A3B-APEX-TQ-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
AuriAetherwiing/G4-31B-Musica-v1 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.
mfielding92/UD-2.0-Qwen3.6-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
bravesoftware/Qwen3-VL-4B-Instruct-W4A16 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.
OpenASR/qwen3-forced-aligner-0.6b is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
mradermacher/Huihui-Ministral-3-3B-Reasoning-2512-abliterated-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.
mradermacher/Qwen3-4B-Nymphaea-RP-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
ibm-granite/granite-20b-code-base-8k is a text generation model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
mradermacher/KAT-Coder-V2.5-Dev-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.
ente-ai/gemma-4-E2B-it-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.
mradermacher/Neuron-46x4B-Instruct-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-heretic-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
JunhaoZhuang/FlashVSR is a video to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/mistralai_Mistral-Large-3-675B-Instruct-2512-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 256 GB. It is publicly listed on Hugging Face.
mradermacher/gpt-oss-20b-ru-reasoner-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 16 GB. It is publicly listed on Hugging Face.
nvidia/DeepSeek-V3.1-NVFP4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/gpt-oss-20b-RichardErkhov-heresy-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 16 GB. It is publicly listed on Hugging Face.
NotoriousH2/Qwen3-4B-Calendar-Agent-RLVR is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
mradermacher/Foundation-Sec-8B-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.
onnx-community/Voxtral-Mini-4B-Realtime-2602-ONNX is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
AutomatosX/AX-DeepSeek-V4-Flash-0731-MLX-AXQ-2bit-MTP is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.