2,524,287 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
RedHatAI/Qwen3.5-9B-quantized.w4a16 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.
InternScience/Agents-A1-4B-Q4_K_M-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
Snowflake/snowflake-arctic-embed-m-v1.5 is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
cross-encoder/ms-marco-MiniLM-L2-v2 is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
huggyllama/llama-7b is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
Tencent-Hunyuan/HunyuanDiT-v1.1-Diffusers-Distilled is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
stablediffusionapi/revanimated 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/whisper-large-v3-turbo is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
timm/deit_tiny_patch16_224.fb_in1k is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Zyphra/Zamba2-1.2B-instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
lightx2v/Qwen-Image-2512-Lightning is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
google/gemma-3n-E2B-it is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
nvidia/Cosmos-Transfer2.5-2B is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
zai-org/GLM-5-FP8 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
speakleash/Bielik-11B-v3.0-Instruct-awq is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
ai-sage/GigaAM-Multilingual is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
argmaxinc/parakeetkit-pro is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
Oriserve/Whisper-Hindi2Hinglish-Prime is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
lengyue233/content-vec-best is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
meta-llama/Llama-2-13b-chat-hf is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. Access approval is required on Hugging Face.
Alibaba-NLP/WebSailor-32B is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
molbal/MiniMax-H3-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.
iiiorg/piiranha-v1-detect-personal-information is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
cross-encoder-testing/reranker-bert-tiny-gooaq-bce is a text ranking model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.