adding instructions
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trl/SKILL.md
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@@ -42,7 +42,7 @@ Use this skill when users want to:
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When assisting with training jobs:
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1. **Submit jobs directly with inline scripts** - The `script` parameter accepts Python code directly. Do NOT save to local files unless the user explicitly requests it. Pass the script content as a string to `hf_jobs()`.
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2. **Always include Trackio** - Every training script should include Trackio for real-time monitoring. Use example scripts in `scripts/` as templates.
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4. **Use example scripts as templates** - Reference `scripts/train_sft_example.py`, `scripts/train_dpo_example.py`, etc. as starting points.
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## Prerequisites Checklist
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Before starting any training job, verify:
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When assisting with training jobs:
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1. **Submit jobs directly with inline scripts** - The `script` parameter accepts Python code directly. Do NOT save to local files unless the user explicitly requests it. Pass the script content as a string to `hf_jobs()`. If user asks to "train a model", "fine-tune", or similar requests, you MUST create the training script AND submit the job immediately.
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2. **Always include Trackio** - Every training script should include Trackio for real-time monitoring. Use example scripts in `scripts/` as templates.
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4. **Use example scripts as templates** - Reference `scripts/train_sft_example.py`, `scripts/train_dpo_example.py`, etc. as starting points.
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## Local Script Dependencies
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To run scripts locally (like `validate_dataset.py`, `estimate_cost.py`), install dependencies:
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```bash
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pip install -r requirements.txt
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```
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## Prerequisites Checklist
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Before starting any training job, verify:
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