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Sourab Mangrulkar
2023-02-13 11:14:35 +05:30
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@@ -151,7 +151,7 @@ Use 🤗 Accelerate for inferencing on consumer hardware with small resources.
### Example of PEFT model training using 🤗 Accelerate's DeepSpeed integration
Currently DeepSpeed requires PR [ZeRO3 handling frozen weights](https://github.com/microsoft/DeepSpeed/pull/2653) to fix [[REQUEST] efficiently deal with frozen weights during training](https://github.com/microsoft/DeepSpeed/issues/2615) issue. An example is provided in `~examples/conditional_generation/peft_lora_seq2seq_accelerate_ds_zero3_offload.py`.
DeepSpeed version required `v0.8.0`. An example is provided in `~examples/conditional_generation/peft_lora_seq2seq_accelerate_ds_zero3_offload.py`.
a. First, run `accelerate config --config_file ds_zero3_cpu.yaml` and answer the questionnaire.
Below are the contents of the config file.
```yaml