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license: apache-2.0
language:
- code
tags:
- code-review
- codet5
- code-language-model
pipeline_tag: text2text-generation
---
# codereviewer-msg-pyjs
`microsoft/codereviewer` fine-tuned on the CodeReviewer **comment-generation**
task (Python + JavaScript). Given a code change (a diff encoded with
`<add>/<del>/<keep>` line markers), it generates a natural-language review comment.
- Base model: `microsoft/codereviewer` (CodeT5 family, pre-trained on diffs+reviews)
- Task: review-comment generation (the CodeReviewer `msg` task)
- Eval: official CodeReviewer smoothed BLEU-4 (`rmstop=True`) = **7.26** on the
Python/JS test split (reference paper ~5.73).
## Input format
Prefix each diff line with an edit marker, e.g.:
```
<keep> def get_user(conn, username):
<del> cur.execute("SELECT * FROM users WHERE name = '" + username + "'")
<add> cur.execute("SELECT * FROM users WHERE name = ?", (username,))
```
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