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regisss merged 1 commit into from
Oct 17, 2024
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add peft generation example #1427

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16 changes: 16 additions & 0 deletions examples/text-generation/README.md
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Expand Up @@ -214,6 +214,22 @@ python run_generation.py \

> The prompt length is limited to 16 tokens. Prompts longer than this will be truncated.

### Use PEFT models for generation

You can also provide the path to a PEFT model to perform generation with the argument `--peft_model`.

For example:
```bash
python run_generation.py \
--model_name_or_path meta-llama/Llama-2-7b-hf \
--use_hpu_graphs \
--use_kv_cache \
--batch_size 1 \
--bf16 \
--max_new_tokens 100 \
--prompt "Here is my prompt" \
--peft_model yard1/llama-2-7b-sql-lora-test
```

### Using growing bucket optimization

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