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README: Update LLM fine-tuning config #3530

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Aug 12, 2023
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7 changes: 7 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -90,6 +90,9 @@ adapter:

prompt:
template: |
Below is an instruction that describes a task, paired with an input that may provide further context.
Write a response that appropriately completes the request.

### Instruction:
{instruction}

Expand All @@ -113,10 +116,14 @@ trainer:
gradient_accumulation_steps: 16
epochs: 3
learning_rate_scheduler:
decay: cosine
warmup_fraction: 0.01

preprocessing:
sample_ratio: 0.1

backend:
type: local
```

And now let's train the model:
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