1,650,981 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
AIDXteam/Qwen3-Coder-30B-A3B-Instruct-AWQ is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
mradermacher/gpt-oss-20b-heretic-v3-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.
mradermacher/Qwen3.8-4B-Distill-heretic-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
bartowski/ReadyArt_Amoral-Fallen-Omega-Gemma3-12B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
BLIP3o/BLIP3o-Model-8B is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
emperorfutures/Qwen3-0.6B-Gensyn-Swarm-miniature_foxy_ferret is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
bartowski/TheDrummer_Skyfall-31B-v4.1-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
SlartyG/DR34ML4Y_I2V_14B_LOW_V2 is a text to image model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
RedHatAI/NVIDIA-Nemotron-Nano-9B-v2-FP8-dynamic is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
cstr/tada-tts-1b-GGUF is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
ddalcu/MiniMax-Music3-MLX-Serve-8bit is a text to audio model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
saidutta69/SmolLM3-3B-heretic is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
antoinelouis/crossencoder-camembert-large-mmarcoFR is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/nvidia_OpenCodeReasoning-Nemotron-32B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
tiiuae/Falcon-H1-1.5B-Deep-Instruct-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
shuhulx/Qwopus3.5-4B-Coder-Fable5-v1-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
cyjin-yl/Qwen3.8-27B-Uncensored-Cyber-agentic-imatrix-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.
TelperionAI/Qwen3.8-27B-INT4-AWQ-GPTQ 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.
unsloth/Magistral-Small-2507-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/inclusionAI_Ling-mini-2.0-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/moonshotai_Kimi-K2-Thinking-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
benja-d/paraphrase-spanish-distilroberta-finetuned-chatbot is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
OpenMed/OpenMed-PII-BiomedELECTRA-Large-335M-v1 is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
pachiiahri/anima-fp8-comfyui is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.