mirror of https://github.com/hpcaitech/ColossalAI
Fix/format (#366)
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README.md
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README.md
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@ -38,24 +38,22 @@ distributed training in a few lines.
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## Examples
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### ViT
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<img src="./docs/images/ViT.png" width="450" />
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<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/ViT.png" width="450" />
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- 14x larger batch size, and 5x faster training for Tensor Parallel = 64
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### GPT-3
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<img src="./docs/images/GPT3.png" width=700/>
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<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/GPT3.png" width=700/>
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- Free 50% GPU resources, or 10.7% acceleration
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### GPT-2
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<img src="./docs/images/GPT2.png" width=800/>
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<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/GPT2.png" width=800/>
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- 11x lower GPU RAM, or superlinear scaling
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### BERT
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<img src="./docs/images/BERT.png" width=800/>
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<img src="https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/BERT.png" width=800/>
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- 2x faster training, or 50% longer sequence length
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