927,052 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
mradermacher/Qwen2.5-VL-7B-Abliterated-Caption-it-i1-GGUF is a image to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
EleutherAI/pythia-160m-weight-seed2 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
unconst/Affine-5czsc2fc98-r479-offline-dpo-hialpha-longctx-extrasteps-merged is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
z-lab/Muse-Glimmer-30B-DFlash2 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
mlx-community/MiniMax-M2.1-3bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Synthyra/Profluent-E1-150M is a fill mask model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/gpt-oss-20b-abliterated-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.
Prannesshkva/QU-SSM-15M is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
allenai/Molmo2-ER 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.
bartowski/nbeerbower_Gemma4-Gutenberg-31B-Heretic-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.
t8star/minimax_h3_ref2va_patchin_hf102 is a image text to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mlx-community/Qwen3-TTS-12Hz-1.7B-VoiceDesign-8bit is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
sdadas/polish-reranker-large-ranknet is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
teamblobfish/DeepSeek-V4-Pro-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
unconst/Affine-5czsc2fc98-r515-offline-dpo-hialpha-hirank-lobeta-softctx-ultraextrasteps-merged is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
tylergp/molmoact2-libero-ft-10mm-30 is a robotics model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
SHACortes/Qwen3.8-27B-fp16-ov is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.
wtdcode/Qwen3.8-Flash-Next-AWQ-W4A16 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
DavidAU/Qwen3-4B-Hivemind-Instruct-Heretic-Abliterated-Uncensored-NEO-Imatrix-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
codecho/Qwen3.5-0.8B-text-only is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
treeish/Qwen3.6-35B-A3B-oQ2e-FP16-MTP-MLX 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.
OpenVINO/Muse-Glimmer-30B-int4-ov 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.
summerMC/Qwen3.5-2B-SpeedX is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
fdtn-ai/Foundation-Sec-8B-Reasoning-Q4_K_M-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.