Hosted RL Entrypoint #256
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Hosted RL Entrypoint #256
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Usage: prime rl [OPTIONS] ENVIRONMENTS... | COMMAND [ARGS]... Manage RL training runs. By default, 'prime rl <environments>' runs 'prime rl run <environments>'. ╭─ Options ──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ │ --help -h Show this message and exit. │ ╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ ╭─ Commands ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ │ run Create an RL training run with specified environments and model. │ │ models List available models for RL training. │ │ runs List your RL training runs. │ │ stop Stop an RL training run. │ │ delete Delete an RL training run. │ ╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ to start a run
…s handling in RLClient and related command.
* quick fix for prime rl list when no name set * remove truncation of id in prime rl list
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* feat: add eval_config support to RL API client * Remove accidentally committed test files * feat: add logs command for RL runs * fix: move time import to top, add rl_config example * feat: add --watch flag and improve log streaming * fix: allow built-in envs like reverse-text, update example * feat: add --eval-* options to rl run command * fix: strip ANSI escape codes from logs output * fix: increase poll interval to 5s, add rate limit handling * fix: filter progress bars from logs output, remove redundant --watch flag * fix: keep 100% progress bar completion lines in logs * fix: address review comments - simplify log follow, warn on unused eval options * fix: handle log rotation in follow mode when tail window is full * fix: always use overlap detection for log follow to handle fast growth with rotation * feat: add [eval] section support in TOML config files * fix: improve progress bar filtering to remove empty lines * fix: require owner/name format for environments, remove example config * fix: use from_sources for eval config merging, require owner/name format - Use BaseConfig.from_sources for eval config precedence instead of manual if-statements - Require owner/name format for --eval-envs (same as training environments) - Rename EvalConfig.eval_base_model to base_model for proper underscore mapping
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* custom image registry for sandboxes * prime images * --image typo * linux/amd64 * updated to not build locally * full image path * rm emojis * remove inline * image status * full image path * add cleanup * adjust scope output * bug bot stuff * validate_output_format * bug bot comment * update prime images list * limit platform * bump timeout * add closed beta info
* bump version to 0.5.8 * bump versions
* Update eval sample field. * Update docs.
Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: sami <sami@primeintellect.ai>
JannikSt
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Jan 3, 2026
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Note
Introduces hosted RL training to the Prime CLI with a new API client and full CLI workflow.
prime_cli/api/rl.pywithRLClient,RLModel,RLRunsupporting model listing, run CRUD (create/list/stop/delete), and log retrievalprime rlcommand group:run(configurable with W&B/eval options),models,list,logs(with cleaned streaming),stop,delete, andinit(generate TOML template)utils/config.py) for TOML loading and CLI+TOML merging viaBaseConfig; re-exported inutils/__init__.pyrlinmain.pyand organizes commands into help panels (Account/Lab/Compute)eval run; rich link formatting in eval push outputWritten by Cursor Bugbot for commit 84abaf0. This will update automatically on new commits. Configure here.