# Cursor Chat: ai-agent-book

## Metadata
- **Project**: ai-agent-book
- **Path**: `/Users/boj`
- **Date**: 2025-10-18 16:54:04
- **Session ID**: `4d070349-e310-4ab5-ab22-f74bb612883f`

## Conversation

### 👤 You

remove repetition_penalty from all scripts in @continued-pretrain.py @evaluate_model.py @compare_models.py and README etc

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### 🤖 Cursor Assistant

I'll remove `repetition_penalty` from all the scripts in the continued-pretraining directory. Let me first check if there are any README files that mention it.

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### 🤖 Cursor Assistant

Now let me read the README to understand all the places where it's mentioned:

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### 🤖 Cursor Assistant

Now I'll remove `repetition_penalty` from all the scripts and documentation. Let me start with the updates:

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### 🤖 Cursor Assistant

Now let me fix the remaining instance in `continued-pretrain.py`:

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### 🤖 Cursor Assistant

Now let me update `evaluate_model.py`:

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### 🤖 Cursor Assistant

Now let me update `compare_models.py`:

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### 🤖 Cursor Assistant

Now let me update the `README_EVALUATION.md` to remove all references to `repetition_penalty`:

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### 🤖 Cursor Assistant

Perfect! Let me verify that all `repetition_penalty` references have been removed:

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### 🤖 Cursor Assistant

Excellent! I've successfully removed all `repetition_penalty` references from all scripts in the continued-pretraining directory. Here's a summary of the changes:

## Files Updated:

### 1. **continued-pretrain.py**
- Removed `repetition_penalty=1.2` from all 16 `model.generate()` calls
- Affects baseline, pretrained, and finetuned model testing sections

### 2. **evaluate_model.py**
- Removed `repetition_penalty` parameter from `run_evaluation()` function signature
- Removed it from generation kwargs
- Removed the `--repetition_penalty` command-line argument
- Updated help text to remove references to repetition penalty
- Updated example commands in the tips section

### 3. **compare_models.py**
- Removed `repetition_penalty` parameter from `generate_text()` function signature
- Removed it from `compare_on_prompt()` function signature
- Removed it from all function calls

### 4. **README_EVALUATION.md**
- Removed repetition_penalty from default parameters description
- Removed the "Find Optimal Repetition Penalty" section entirely
- Removed repetition_penalty from the options table
- Removed "No Repetition" from evaluation metrics
- Removed "Too Much Repetition" troubleshooting section
- Removed "Integration with Training Script" section that discussed repetition_penalty
- Updated shell script example to test temperatures and token lengths instead of penalties
- Updated tips to remove repetition penalty experimentation
- Updated expected performance descriptions

All files have been successfully updated and verified - no `repetition_penalty` references remain in any of the continued-pretraining scripts or documentation!

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*Exported from [Cursor View](https://github.com/saharmor/cursor-view)*