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docs(rl): restore missing RL Training docs page - #53274

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e-squared-de wants to merge 1 commit into
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e-squared-de:docs/restore-rl-training-page

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restore missing RL Training docs page

  • add website/docs/user-guide/features/rl-training.md
  • add sidebar entry in website/sidebars.ts
  • restore RL Training links in:
    • website/docs/getting-started/learning-path.md
    • website/docs/user-guide/features/overview.md
    • website/docs/integrations/index.md

Fixes public 404 at /docs/user-guide/features/rl-training.

Scope is intentionally narrow: page + nav/discovery only; no broader RL docs migration.

@alt-glitch alt-glitch added type/docs Documentation improvements P3 Low — cosmetic, nice to have comp/agent Core agent runtime: loop, agent_init, prompt builder, context-compression, responses endpoint labels Jun 26, 2026

@teknium1 teknium1 left a comment

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Thanks for tracing the stale links.

Problems

  • website/docs/user-guide/features/rl-training.md:9 restores documentation for an in-repo Tinker-Atropos pipeline that was deliberately removed in 5af672c7530263544a9f5e2479f3853d83b3b798, including the rl_* tools, rl toolset, dependencies, tests, and tinker-atropos submodule.
  • The restored setup at website/docs/user-guide/features/rl-training.md:22 and :27 therefore directs users to configure components current Hermes does not ship.
  • Current main’s supported training path links externally to Atropos at website/docs/getting-started/learning-path.md:103; the sidebar restoration would advertise the removed integration again.

Suggested changes

  • Please do not restore this page as documentation-only. Reintroducing the integration would need a separately approved implementation, dependency, setup, test, and documentation change; otherwise the existing external Atropos link should remain.

Automated hermes-sweeper review.


# RL Training

Hermes Agent includes an integrated RL (Reinforcement Learning) training pipeline built on **Tinker-Atropos**. This enables training language models on environment-specific tasks using GRPO (Group Relative Policy Optimization) with LoRA adapters, orchestrated entirely through the agent's tool interface.

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This premise is stale: commit 5af672c7530263544a9f5e2479f3853d83b3b798 deliberately removed the Tinker-Atropos integration, including rl_* tools, the rl toolset, dependencies, tests, and the submodule. Restoring this page would document functionality current Hermes does not provide.

@teknium1 teknium1 added the sweeper:blast-contained Sweeper blast radius: contained — one narrow path / opt-in / few users label Jul 15, 2026

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comp/agent Core agent runtime: loop, agent_init, prompt builder, context-compression, responses endpoint P3 Low — cosmetic, nice to have sweeper:blast-contained Sweeper blast radius: contained — one narrow path / opt-in / few users type/docs Documentation improvements

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3 participants