416,302 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
sallani/EUAIAct-Qwen2.5-0.5B-Edge is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
rapid-mlx/Ling-3.0-tiny-MLX-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
unsloth/gemma-4-12b 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.
mradermacher/Iris-12B-v1.4.1-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
reaperdoesntknow/Qwen3-1.7B-Coder-Distilled-SFT is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
keithnull/Qwen3.6-35B-A3B-REAM-192-heretic-APEX-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.
pearl-ai/Qwen3-30B-A3B-Instruct-2507-pearl is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
openbmb/BitCPM-CANN-3B-unquantized is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
mradermacher/Phoenix-X-26B-A4B-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.
vijinvinod/gemma-4-12B-agentic-fable5-composer2.5-v2-3.5x-tau2-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/gemma-4-E2B-it-heretic-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.
cross-encoder/ettin-reranker-400m-v1 is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mudler/Carnice-MoE-35B-A3B-APEX-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
gbuzhf/Huihui-Ornith-1.0-35B-abliterated-MTP-UD-APEX-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.
mradermacher/gemma-4-26B-A4B-it-qat-q4_0-unquantized-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/Gemma-4-31B-Loki-Scotoma-V2.0-Swa-4096-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.
mixedbread-ai/mxbai-edge-colbert-v0-32m is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
llmfan46/Qwen3.5-27B-Nikusui-v1-Uncensored-Heretic-Native-MTP-Preserved-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
chimingw/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-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.
RedHatAI/GLM-5.2-speculator.dspark is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Sunbird/asr-whisper-51-african-languages is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
aufklarer/DeepFilterNet3-CoreML is a audio to audio model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/spoomplesmaxx-mockingbird-36B-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
offmonreal/Ornith-1.0-35B-MaxQuality-MTP-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.