Every premium and members-only resource for $9.99/month, as a no-commitment subscription. See the plans

PalateKit

Sign in
Menu

Request a resource

Describe the resource you are missing in one sentence. We will email you when it is published.

0 / 280

A page, a video or an image online.

Unlock PalateKit

Unlock everything

Plan

Paying means accepting our terms of sale.

Secure payment by Stripe. Receipts and invoices sent by email.

Welcome back

Sign in to install, download or save this resource. A free account is enough for free resources.

Training a language model with TRL v1.0.0

Use this resource to fine-tune a language model with SFT, DPO or GRPO using the TRL CLI

New

  • 386 downloads
  • 199 likes
  • 215 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-fine-tuning-trl

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent prepares TRL commands for supervised fine-tuning, preference optimization and reinforcement learning. It handles configuration files and distributed training. You get commands and settings ready to run.

Mostly picked by

Updated November 2, 2026

Card for the “Training a language model with TRL” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

Similar resources

View all

What you get

  • SKILL.md: trl sft, dpo, grpo, rloo and reward commands
  • SKILL.md: configuration files and distributed training

Good fit for

  • You want to adapt an open model to your own conversations
  • You are aligning a model with pairs of preferred answers

Not for

    Tags

    • trl
    • fine-tuning
    • dpo
    • grpo
    • training

    About

    You say

    “Run SFT on my conversation dataset, then DPO with my preferred-answer pairs.”

    Card for the “Training a language model with TRL” skill

    Skill published by waybarrios under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to fine-tune a language model with SFT, DPO or GRPO using the TRL CLI
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md8.6 KB

    Origin and licence

    Listed unmodified

    Author
    waybarrios
    Source
    github.com/waybarrios/opencode-power-pack/tree/c3328ad1633c1561026532f29b718a2380bc52ee/skills/trl-training
    Licence
    Apache-2.0

    Notice

    « trl-training » (waybarrios, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

    User reviews

    –

    No ratings yet

    Loading reviews…

    Delete your review?

    Your rating and comment will be removed from the page.