diffusion_compression_report.md

Diffusion Model Compression Report

Model Information

• Original Model: diffusion_pytorch_model.safetensors
• Format: SafeTensors (PyTorch)
• Model Type: Diffusion Model
• Total Tensors: 686

Compression Results

• Method: FP16 Quantization
• Tensors Compressed: 0
• Original Size: 1.60 GB
• Compressed Size: 1.60 GB
• Size Reduction: 0.00%
• Compression Ratio: 1.00x
• Space Saved: 0.00 GB

Output Files

• SafeTensors: .\compressed_diffusion_fp16.safetensors
• PyTorch: .\compressed_diffusion_fp16.pt
• Metrics: .\diffusion_compression_metrics.json

Usage

import torch

# Load compressed model
model = torch.load('.\compressed_diffusion_fp16.pt')