2,696,638 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
handy-computer/granite-speech-4.1-2b-nar-gguf is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
rhymes-ai/Aria 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/Qwen2.5-Coder-14B-Instruct-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
unsloth/Llama-3.2-3B-Instruct-bnb-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
HuggingFaceTB/SmolLM2-1.7B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
desklib/ai-text-detector-v1.01 is a text classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
vblagoje/bert-english-uncased-finetuned-pos is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
kukidevalml/Z-Image-Lora is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
mlx-community/Qwen3.6-27B-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.
JaesungHuh/voice-gender-classifier is a audio classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
thesven/Mistral-7B-Instruct-v0.3-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
google/gemma-4-E4B-it-assistant is a any to any model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
bartowski/Qwen_Qwen3-8B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
gqk/TRELLIS-image-large-fork is a image to 3d model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
sentence-transformers/quora-distilbert-multilingual is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
optimum-intel-internal-testing/tiny-random-trinity is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mistralai/Ministral-3-14B-Instruct-2512-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
FireRedTeam/FireRed-Image-Edit-1.0 is a image to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
AnkitAI/FinSense-ModernBERT-Financial-News-Sentiment-Analysis is a text classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lmstudio-community/NVIDIA-Nemotron-3-Nano-30B-A3B-MLX-6bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
taide/Gemma-3-TAIDE-12b-Chat-2602 is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 32 GB. Access approval is required on Hugging Face.
nvidia/Alpamayo-1.5-10B is a robotics model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
lmstudio-community/NVIDIA-Nemotron-3-Nano-30B-A3B-MLX-5bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
blueflame749/Z-Image-Lora is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.