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coder_reviewer_reranking

facebookresearch/coder_reviewer_reranking

Official code for paper on Coder Reviewer Reranking in Code Generation

GitHub

GraphCanon updated Oct 7, 2026 · GitHub synced Oct 7, 2026

31views this month

45 stars9 forksLast push Feb 14, 2023 Python Other

Decision brief

coder_reviewer_reranking is specialized for reranking generated code snippets based on predefined criteria to improve their quality and reliability.

Good fit when

When you need to refine and enhance the output from initial code generation models, such as the OpenAI codex API.
In cases where specific benchmarks like HumanEval, MBPP, or custom datasets are crucial for evaluating generated code quality.

Avoid when

When using a different Python version than 3.8.13 as it might result in compatibility issues.
If real-time code generation is required, given the setup intricacies and specific dependencies that may affect quick turnaround times.

Requirements:: Min 4 GB RAM; Specifically relies on installing pyminifier which might necessitate reverting setuptools to an older version (57.5.0).; Involves the use of torch==1.12.1, requiring a distribution compatible with your hardware.

Observed Jul 17, 2026 · Source: enrich:decision_facts

coder_reviewer_reranking alternatives Trust report

Verify the decision

Maintenance and security

Full trust report

Maintenance: Archived (1330d since push); As of Oct 7, 2026
Provenance: Not a fork · Organization account; As of Oct 7, 2026
Security (OSV): 85 low (85 low); As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install coder_reviewer_reranking

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Provides tools and data sets to rerank generated codes based on specific criteria such as humaneval, MBPP, Spider, and NL2BASH.

Capability facts

Languages: python
Source: github.language · Oct 7, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Oct 7, 2026)

1. All experiments are run with `python==3.8.13`.

Source link

README

Coder Reviewer Reranking for Code Generation Official code release for the paper Coder Reviewer Reranking for Code Generation. Setup Downloading data and cached outputs 1. For convenience, we include data used for this project in . You need to download and unzip this file before...

For agents

This page has a .md twin and JSON over the API.

/tools/facebookresearch-coder-reviewer-reranking.md GET /api/graphcanon/tools/facebookresearch-coder-reviewer-reranking GET /api/graphcanon/graph?tool=facebookresearch-coder-reviewer-reranking