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DeepSpeed documentation corrections #63

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DeepSpeed documentation corrections #63

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DeepSpeed documentation corrections
lhl Jun 7, 2024
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Merge branch 'modal-labs:main' into main
lhl Jul 26, 2024
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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -164,12 +164,12 @@ ALLOW_WANDB=true modal run --detach src.train --config=... --data=...

### Multi-GPU training

We recommend [DeepSpeed](https://github.com/microsoft/DeepSpeed) for multi-GPU training, which is easy to set up. `axolotl` provides several default deepspeed JSON [configurations](https://github.com/OpenAccess-AI-Collective/axolotl/tree/main/deepspeed) and Modal makes it easy to [attach multiple GPUs](https://modal.com/docs/guide/gpu#gpu-acceleration) of any type in code, so all you need to do is specify which of these configs you'd like to use.
We recommend [DeepSpeed](https://github.com/microsoft/DeepSpeed) for multi-GPU training, which is easy to set up. `axolotl` provides several default deepspeed JSON [configurations](https://github.com/OpenAccess-AI-Collective/axolotl/tree/main/deepspeed_configs) and Modal makes it easy to [attach multiple GPUs](https://modal.com/docs/guide/gpu#gpu-acceleration) of any type in code, so all you need to do is specify which of these configs you'd like to use.

First edit the DeepSpeed config in your `.yml`:

```yaml
deepspeed: /root/axolotl/deepspeed_configs/zero3_bf16.json
deepspeed: /workspace/axolotl/deepspeed_configs/zero3_bf16.json
```

and then when you launch your training job,
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