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alt.freeweights.tools / EasyR1
From: hiyouga <github.com/hiyouga>Newsgroups: alt.freeweights.toolsSubject:

EasyR1

Release: v0.3.2 (2025-09-18)Commit: a23fb5bLicense: Apache-2.0

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

trainingv0.3.2releaseEasyR1PythonApache-2.0
FactsLicenseApache-2.0LanguagePythonKindtrainingRelease2025-09-18PlatformsLinux (GPU)Links to the projectpermissive
$ git clone https://github.com/hiyouga/EasyR1.git
OverviewInstallUse with FreeweightsLicenseProvenance

Overview

Reinforcement learning for language and vision-language models, forked from verl.

Kind
training
License
Apache-2.0
Language
Python
Platforms
Linux (GPU)
Latest release
v0.3.2 (2025-09-18)
Repository
hiyouga/EasyR1
Topicsaideepseekgptllmnlpqwenreinforcement-learningrl

Freeweights links to the project and does not host tool binaries.

Install

$ git clone https://github.com/hiyouga/EasyR1.git
$ git clone https://github.com/hiyouga/EasyR1.git

Checked against the project's README on 2026-11-15. The project's own instructions win when they differ: install docs

Freeweights links to the project and does not host tool binaries.

Use with Freeweights

Fine-tune a catalog model

Download the weights from Freeweights first (HF_ENDPOINT or fw.py), then point the tool at the folder.

Catalog models it can fine-tune (3137)

135M-lc-100k-rope-12Ba2-rl-e2egit_large-50-32BAesCode-32BAesCode-8BAFM-4.5BAFM-4.5B-BaseAgentCPM-ReportAgents-A1-4BAI21-Jamba-Reasoning-3BAI21-Jamba2-MiniAlchemistCoder-L-7BAlexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r128Alexandria-Gemma-4-12B-it-Ornith9-Summaries-LoRA-r64Alexandria-Gemma-4-12B-it-Qwen27-Knowledge-Units-LoRA-r128Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r128Alexandria-Gemma-4-12B-it-Qwen27-Summaries-LoRA-r64Alexandria-Gemma-4-E4B-it-Qwen27-Knowledge-Units-LoRA-r128ALLaM-7B-Instruct-previewAM-Thinking-v1AMD-OLMo-1BAMD-OLMo-1B-SFTAMD-OLMo-1B-SFT-DPOApertus-70B-2509Apertus-70B-Instruct-2509Apertus-8B-2509Apertus-8B-Instruct-2509Apertus-8B-Instruct-2509-unsloth-bnb-4bitApertus-v1.1-0.5BApertus-v1.1-0.5B-InstructApertus-v1.1-1.5BApertus-v1.1-1.5B-InstructApertus-v1.1-4BApertus-v1.1-4B-InstructApex-35B-V1.0Apodex-1.1-miniApriel-1.5-15b-ThinkerApriel-1.6-15b-ThinkerApriel-Nemotron-15b-ThinkerAquila-135M-IntermediateAquila-VL-2B-IntermediateAquilaDense-16BAquilaMoEAquilaMoE-SFTArcee-Maestro-7B-PreviewArete-27BAREX-2AREX-2-6bitAREX-BaseAREX-TurboAstaBrief_8BAstaBrief_8B_SFTAurora-Code-1BaguettotronBaichuan-M2-32BBAR-2x7B-BaseBAR-2x7B-CodeBAR-2x7B-Code-SFTBAR-2x7B-MathBAR-2x7B-Math-SFTBAR-2x7B-Safety

and 3077 more.

License

License
Apache-2.0
Class
Permissive

Read the license

Freeweights links to the project and does not host tool binaries.

Provenance

From: hiyouga <github.com/hiyouga>Newsgroups: alt.freeweights.toolsSubject: EasyR1Release: v0.3.2 (2025-09-18)Commit: a23fb5bLicense: Apache-2.0
Repository
hiyouga/EasyR1
Pinned release
v0.3.2, 2025-09-18
Release commit
a23fb5b06be61d0eaa5819430533bf11136609cf
Default branch
main a73346d028ba0335aa42da104972c86e6cd0fe69
Fetched
2026-11-15
Takedowns
None.

Freeweights links to the project and does not host tool binaries.

Get it
InstallProject repository
Works with

3137 catalog models. See the list