845,060 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
AEON-7/AEON-DFlash-Qwen3.6-35B-A3B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
unsloth/Qwen3.8-Flash-Next-FP8 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.
saricles/Qwen3-Coder-Next-NVFP4-GB10 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
LocalAI-io/LocalVQE is a audio to audio model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Lucebox/DeepSeek-V4-Flash-0731-DSpark-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
amd/gpt-oss-20b-MoE-Quant-W-MXFP4-A-FP8-KV-FP8 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
Rabbit-Hole-Ai/Qwen3.8-27B-5090-goldilocks-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
bottlecapai/ThinkingCap-Qwen3.6-27B is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 64 GB. Access approval is required on Hugging Face.
nappa114514/Qwen-Image-Edit-2509-Manga-Tone is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
cusiman/Krea2-realism-V2 is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
bartowski/ProCreations_grug-35b-v2-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.
rzgar/minimax_h3_ref2va_fp8_e4m3fn is a image to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/zai-org_GLM-4.5-Air-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
PeppX/gemma-4-e2b-uncensored-litertlm is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
reaperdoesntknow/Dualmind-Qwen-1.7B-Thinking is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
Forturne/Qwen3-VL-Embedding-8B-NVFP4 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
FunAudioLLM/Fun-ASR-Nano-GGUF is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
furiosa-ai/Qwen3-Reranker-4B is a text classification model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
mradermacher/Mistral-NeMo-12B-Abliterated-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.
mlx-community/Qwen3-ASR-0.6B-4bit is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
cross-encoder/ettin-reranker-1b-v1 is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
trl-internal-testing/tiny-Qwen2AudioForConditionalGeneration is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/Qwen3.8-27B-Uncensored-Cyber-i1-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.
bartowski/bottlecapai_ThinkingCap-Qwen3.6-27B-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.