533,674 public models indexed from the Hugging Face Hub, with independent VRAM estimates and license signals.
huihui-ai/Huihui-Agents-A1-abliterated-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
twaggs88/DeepSeek-V4-Flash-REAP25-DSpark-ds4-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
PrunaAI/dolphin-2.9-llama3-8b-256k-GGUF-smashed is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
cyankiwi/GLM-4.5-Air-AWQ-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
RedHatAI/gpt-oss-20b is a text generation model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
RedHatAI/Mistral-Small-24B-Instruct-2501-quantized.w4a16 is a text generation model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
mradermacher/Muse-Glimmer-30B-uncensored-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
dark-side-of-the-code/Qwen3-Coder-30B-A3B-Instruct-AWQ is a text generation model indexed for deployment research. Estimated minimum GPU memory is 80 GB. It is publicly listed on Hugging Face.
CIRCL/vulnerability-severity-classification-roberta-base is a text classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
mradermacher/Gemma-4-Dark-Gemistry-31B-i1-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 24 GB. It is publicly listed on Hugging Face.
OpenMed/OpenMed-PII-Portuguese-ClinicDischarge-Base-110M-v1 is a token classification model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
AtomicChat/Qwen3.5-4B-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 6 GB. It is publicly listed on Hugging Face.
BarathwajAnandan/cohere-transcribe-03-2026-CoreML-6bit is a automatic speech recognition model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
XiaomiMiMo/MiMo-Audio-Tokenizer is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
cyankiwi/Kimi-Linear-48B-A3B-Instruct-AWQ-4bit is a text generation model indexed for deployment research. Estimated minimum GPU memory is 48 GB. It is publicly listed on Hugging Face.
TheDivergentAI/krea2-turbo-distill-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.
bartowski/Hy3-GGUF is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
meshllm/DeepSeek-R1-Distill-Qwen-14B-Q4_K_M-layers is a text generation model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
Estebandidoooi/NSFW is a text to image model indexed for deployment research. Estimated minimum GPU memory is 12 GB. It is publicly listed on Hugging Face.
prithivMLmods/Qwen3.5-4B-Unredacted-MAX 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.
aclava/deepseek-moe-16b-chat-Q4_K_M-GGUF is a AI workload model indexed for deployment research. Estimated minimum GPU memory is 16 GB. It is publicly listed on Hugging Face.
Soofi-Project/Soofi-S-Isar-Preview is a text generation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. Access approval is required on Hugging Face.
mayocream/speech-bubble-segmentation is a image segmentation model indexed for deployment research. Estimated minimum GPU memory is 8 GB. It is publicly listed on Hugging Face.
aufklarer/Qwen3-ForcedAligner-0.6B-4bit is a audio classification model indexed for deployment research. Estimated minimum GPU memory is 4 GB. It is publicly listed on Hugging Face.