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recommend jemalloc for gpt-neox-20b 8x #1350

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Sep 25, 2024
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recommend jemalloc for gpt-neox-20b 8x #1350

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recommend jemalloc for gpt-neox-20b 8x
hsubramony Sep 23, 2024
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hsubramony Sep 25, 2024
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2 changes: 2 additions & 0 deletions examples/language-modeling/README.md
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Expand Up @@ -137,6 +137,8 @@ The following command triggers the fine-tuning of [GPT-NeoX-20B](https://hugging
Fine-tuning on 16 HPU cards (2 Gaudi2 nodes) takes around 9 minutes with a batch size of 32 (2 per device).
It reaches a perplexity of 10.469.

**Note:** For GPT-NeoX-20B model, please switch to jemalloc in case of host OOM issues using ``` export LD_PRELOAD=<path>/libjemalloc.so.2 ```
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> Please refer to [this page](https://github.com/huggingface/optimum-habana/tree/main/examples/multi-node-training) for performing multi-node training properly.

```bash
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