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align-anything

PKU-Alignment/align-anything

Training All-modality Model with Feedback

GraphCanon updated 3d · GitHub synced 3d

4.7k stars505 forksLast push 8mo Python Apache-2.0

Decision brief

Align Anything focuses on training large models with multiple forms of feedback across various data modalities, leveraging RLHF and DPO.

Good fit when

  • - When you are developing a model that requires feedback from human evaluators and needs to handle different types of data (multimodal).
  • - If your project involves visual-textual or language-only large models requiring Reinforcement Learning from Human Feedback (RLHF) and Data Programming Optimization (DPO).

Avoid when

  • - When the model training does not benefit from advanced feedback mechanisms like RLHF or DPO.
  • - For projects that do not require support for multiple data modalities.
Requirements:
Python execution environment

Observed Jul 12, 2026 · Source: enrich:decision_facts

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Maintenance and security

Full trust report
Maintenance
Slowing (263d since push)
As of 3d
Provenance
Not a fork · Organization account
As of 3d
Security (OSV)
No lockfile
As of 1mo

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

Install

pip install align-anything
PyPI

How it fits your stack(3)

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Evidence and technical details

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Overview

Developed for training large, all-modality models using feedback mechanisms including Reinforcement Learning from Human Feedback (RLHF) and Data Programming Optimization (DPO). Supports a wide array of data types and modalities for alignment purposes.

Capability facts

Deploy
Self-host

Source: dockerfile:Dockerfile · Aug 17, 2026

Docker
Dockerfile present

Source: dockerfile:Dockerfile · Aug 17, 2026

Languages
python

Source: github.language+pyproject.toml · Aug 17, 2026

Categories

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README

License

align-anything is released under Apache License 2.0.

For agents

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

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