Skip to content
The Daily Repo

adithya-s-k / FineEnvs

FineEnvs — RL Environments 101: building and scaling RL environments in the age of LLMs

Why this job: topics: rlhf, reinforcement-learning

FineEnvs — open source RL environments for training LLM agents

What it does

The RL environment ecosystem is moving *fast*. New frameworks land every few weeks, each with its own vocabulary for the same handful of ideas, and most of what's written about them is either a launch post or a spec. Meanwhile the actual bottleneck in RL for LLMs has quietly shifted: the algorithm isn't the hard part any more — the environment is.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 13 days ago
Stars
556
+10 this week
Licence
Apache-2.0
Allows business use
Downloads for
None listed
No release files
Latest version
None yet
No releases
Built with
Python
45% of the code

Is it looked after?

Contributors
4
Last 90 days
Issues
0% closed
3 still open
Pull requests
37 merged
31 waiting
Releases
None
Never published

Similar repos

Repos similar to this one
RepoStarsLast commitLicenceDownloads for
huggingface / Repo2RLEnv782yesterdayApache-2.0No downloads
chi2liu / ABC-GRPO4382 months agoApache-2.0No downloads
opendilab / LightRFT3792 months agoApache-2.0No downloads
More: languages, topics and project record

Languages

  • Python 45%
  • JavaScript 23%
  • HTML 11%
  • Astro 6%

Topics

  • agents
  • grpo
  • huggingface
  • llm
  • openenv
  • reinforcement-learning
  • rl-environments
  • rlhf
  • trl

Project record

  • JobFine-tuning
  • StatusFeatured
  • Commits329
  • Forks76
  • Watching2
  • Stars in 28 days+71
  • CreatedMay 1, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 10, 2026

Type to search.

Try