2,443,301 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
unsloth/Qwen-Image-Edit-2511-GGUF is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
GnLOLot/MiniCPM5-1B-Claude-Opus-Fable5-V2-Thinking-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
autogluon/chronos-bolt-mini is a time series forecasting model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
HauhauCS/Gemma4-31B-QAT-Uncensored-HauhauCS-Balanced-MTP 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.
sentence-transformers/msmarco-distilbert-base-tas-b is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
google/gemma-4-26B-A4B-it-qat-q4_0-unquantized 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.
moonshotai/Kimi-K2.5 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.
orcarouter/Qwen3.8-27B-Uncensored-FP8 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.
AnkitAI/Parable-Granite-4.1-3B-Claude-Fable-5-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
unsloth/mistral-7b-v0.3-bnb-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
LiquidAI/LFM2.5-1.2B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
peft-internal-testing/opt-125m is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lightx2v/Qwen-Image-Edit-2511-Lightning is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
Lightricks/LTX-2 is a image to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lmstudio-community/Qwen3.6-27B-MLX-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.
realrebelai/MiniMax-H3_GGUFs is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Jackrong/Qwen3.5-4B-Claude-4.6-Opus-Reasoning-Distilled-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
llmfan46/gemma-4-E4B-it-uncensored-heretic is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
microsoft/Phi-3.5-mini-instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
cyankiwi/gemma-4-31B-it-qat-AWQ-INT4 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.
Snowflake/snowflake-arctic-embed-xs is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
ibm-granite/granite-speech-4.1-2b is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
AnkitAI/Parable-Granite-4.1-8B-Claude-Fable-5-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
QuantStack/Wan2.2-I2V-A14B-GGUF is a image to video model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.