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LinuxAzzamean · LinuxAzzamean · commit a3e317074044 · 2024-09-25T15:11:15.000-05:00
diff --git a/_posts/2024-09-25-pytorch-native-architecture-optimization.md b/_posts/2024-09-25-pytorch-native-architecture-optimization.md
@@ -60,7 +60,7 @@ from torchao.quantization import (
     float8\_weight\_only,  
     float8\_dynamic\_activation\_float8\_weight,  
 )
-
+ 
 ![](/assets/images/Figure_1.png){:style="width:100%"}
 
 We also have extensive benchmarks on diffusion models in collaboration with the HuggingFace diffusers team in [diffusers-torchao](https://github.com/sayakpaul/diffusers-torchao) where we demonstrated 53.88% speedup on Flux.1-Dev and 27.33% speedup on CogVideoX-5b 

Original file line number	Diff line number	Diff line change
`@@ -60,7 +60,7 @@ from torchao.quantization import (`
`60`	`60`	`float8\_weight\_only,`
`61`	`61`	`float8\_dynamic\_activation\_float8\_weight,`
`62`	`62`	`)`
`63`		`-`
	`63`	`+`
`64`	`64`	`![](/assets/images/Figure_1.png){:style="width:100%"}`
`65`	`65`
`66`	`66`	`We also have extensive benchmarks on diffusion models in collaboration with the HuggingFace diffusers team in [diffusers-torchao](https://github.com/sayakpaul/diffusers-torchao) where we demonstrated 53.88% speedup on Flux.1-Dev and 27.33% speedup on CogVideoX-5b`