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# Model Migration
## Model Migration
### Updating Model References
```python
# Old model name mapping
MODEL_MIGRATIONS = {
"openai/gpt-4": "openai/gpt-4-turbo",
"anthropic/claude-2": "anthropic/claude-3-haiku",
"anthropic/claude-instant-1": "anthropic/claude-3-haiku",
}
def migrate_model_name(model: str) -> str:
"""Migrate deprecated model to current equivalent."""
return MODEL_MIGRATIONS.get(model, model)
# Usage
old_model = "anthropic/claude-2"
new_model = migrate_model_name(old_model)
```
### Batch Model Update
```python
import re
def update_model_references(file_path: str):
"""Update model references in source file."""
with open(file_path, 'r') as f:
content = f.read()
for old_model, new_model in MODEL_MIGRATIONS.items():
# Match model in strings
pattern = rf'["\']({re.escape(old_model)})["\']'
content = re.sub(pattern, f'"{new_model}"', content)
with open(file_path, 'w') as f:
f.write(content)
# Apply to all Python files
import glob
for file in glob.glob("**/*.py", recursive=True):
update_model_references(file)
```