2,359,308 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
zai-org/GLM-5.2 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mlx-community/Qwen3.8-27B-4bit 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.
BAAI/bge-base-zh-v1.5 is a feature extraction model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
deepseek-ai/DeepSeek-V4-Flash is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
nvidia/GLM-5.2-NVFP4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/XYZAILab_XYZ-Aquila-mini-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.
google/gemma-4-12B-it-qat-w4a16-ct is a any to any model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
google/gemma-4-12B-it-qat-q4_0-gguf is a any to any model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
Jackrong/Qwopus3.8-27B-Flash-V2-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.
shawnw3i/Huihui-Qwen3.6-27B-abliterated-AWQ-MTP 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.
unitary/unbiased-toxic-roberta is a text classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Comfy-Org/Flux-2-Klein-4B is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
sentence-transformers/distiluse-base-multilingual-cased-v2 is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 is a zero shot classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
pyannote/segmentation is a voice activity detection model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
farbodtavakkoli/OTel-LLM-27B-IT is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.
sshleifer/distilbart-cnn-12-6 is a summarization model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
eddiegulay/wav2vec2-large-xlsr-mvc-swahili is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
HauhauCS/Qwen3.5-9B-Uncensored-HauhauCS-Aggressive is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Snowflake/snowflake-arctic-embed-l is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
Qwen/Qwen3-TTS-12Hz-0.6B-CustomVoice is a text to speech model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
Bahushruth/Qwen3.6-35B-A3B-abliterated-v4 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
autogluon/mitra-regressor is a tabular regression model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Comfy-Org/Flux-2-Klein is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.