390,301 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
bartowski/Ateron_Gemma-4-Dark-Thoughts-31B-GGUF is a any to any model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
Comfy-Org/T2I-Adapter_ComfyUI_Repackaged is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/Gryphe_Gemma-4-31B-StyleTune-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
coolthor/Huihui-Qwen3.6-35B-A3B-abliterated-FP8-DYNAMIC 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.
NeuralDreamer/gemma-4-31B-it-heretic-i1-GGUF_ND is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
inference-optimization/Qwen3.8-1.0B-A0.6B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
mradermacher/Holo-3.1-4B-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
mradermacher/Qwen3.8-Queen-27B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
RedHatAI/GLM-5.2-MXFP4xFP8_BLOCK is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
stepfun-ai/Step-3.7-Flash-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.
reaperdoesntknow/TameForCasualLM is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
selode-ai/Qwen-3.6-35B-A3B-VRAP-4-bit-AWQ-21.2GB 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.
z-lab/Muse-Glimmer-30B-DFlash2-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
mradermacher/Qwen3.6-27B-ABLITERATED-UNCENSORED-PHILADELPHIA-CLASS-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
VoidWalkercero/Qwen3-0.6B-Particle-SousVide-R128-Perfect is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
mradermacher/Qwen3-VL-Embedding-8B-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/DeepSeek-V4-Pro-Qwen3.5-9B-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.
ARC4NUM/Qwen3.8-Flash-Next-Uncensored-MLX-Serve-4bit 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.
Comfy-Org/Chroma1-Radiance_Repackaged is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
laion/a3-rl-laion_nemotron-gym-agent-calendar-80-8B is a reinforcement learning model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
unsloth/Qwen3.5-27B 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.
neuphonic/neutts-air is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
developerjeremylive/Qwen3.8-27B-Cold-Fusion-GAIN-V1.1-NM-DAU-NEO-MAX-MTP-GGUF-etheroi 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/Melody1437-12B-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.