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whyisverysmart/Fourier-LLaVA-v1.5-7B-64
Fourier-LLaVA-v1.5-7B-64 is a machine learning model from whyisverysmart. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Official checkpoints for Fourier Compressor: Frequency-Domain Visual Token Compression for Vision-Language Models.
Downloads · 30 days
7
14% of all-time downloads
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.safetensors14.1 GB · 100%
From the Hugging Face model README
Official checkpoints for Fourier Compressor: Frequency-Domain Visual Token Compression for Vision-Language Models.
| Model | Base Model | Visual Tokens | Compression | Weights |
|---|---|---|---|---|
| Fourier-LLaVA-v1.5-7B-256 | LLaVA-v1.5-7B | 256 | 55.6% | 🤗 HF |
| Fourier-LLaVA-v1.5-7B-144 | LLaVA-v1.5-7B | 144 | 75.0% | 🤗 HF |
| Fourier-LLaVA-v1.5-7B-64 | LLaVA-v1.5-7B | 64 | 88.9% | 🤗 HF |
| Fourier-LLaVA-v1.5-7B-36 | LLaVA-v1.5-7B | 36 | 93.8% | 🤗 HF |
| Fourier-LLaVA-v1.5-13B-144 | LLaVA-v1.5-13B | 144 | 75.0% | 🤗 HF |
| Fourier-Qwen2-VL-2B-0.67 | Qwen2-VL-2B-Instruct | Dynamic | 55.6% | 🤗 HF |
| Fourier-Qwen2.5-VL-3B-0.67 | Qwen2.5-VL-3B-Instruct | Dynamic | 55.6% | 🤗 HF |