2,613,851 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
unsloth/Qwen3-8B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
google/medgemma-27b-it 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.
ggml-org/Qwen3-1.7B-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
Qwen/Qwen1.5-MoE-A2.7B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
hustvl/yolos-tiny is a object detection model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
timm/swin_base_patch4_window12_384.ms_in22k_ft_in1k is a image classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
yangheng/deberta-v3-base-absa-v1.1 is a text classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
unsloth/Meta-Llama-3.1-8B is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
AtomicChat/Ornith-1.5-35B-A3B-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
lmstudio-community/LFM2-24B-A2B-MLX-5bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.
lmstudio-community/LFM2-24B-A2B-MLX-8bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 32 GB. It is publicly listed on Hugging Face.
lmstudio-community/LFM2-24B-A2B-MLX-6bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.
unsloth/gemma-3-12b-it-qat-GGUF is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
NousResearch/Meta-Llama-3-8B-Instruct is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
dummy9996/LTX-2.5-22b-ungate is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 64 GB. It is publicly listed on Hugging Face.
neuphonic/neucodec is a audio to audio model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
outsourc-e/Qwen3.8-27B-Unleashed-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
Wan-AI/Wan2.1-T2V-14B-Diffusers is a text to video model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
shibing624/text2vec-base-chinese-paraphrase is a sentence similarity model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
lmstudio-community/Qwen3-14B-MLX-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
bartowski/Qwen_Qwen3-0.6B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.
sakamakismile/Qwen3.6-35B-A3B-NVFP4 is a image text to text model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
liuhaotian/llava-v1.5-7b 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.
Wan-AI/Wan2.1-I2V-14B-720P-Diffusers is a image to video model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.