feat: add eval_config support to RL API client #271
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manveerxyz
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- 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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Reviewed commit: aa1b26d886
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JannikSt
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* Implement commands for hosted RL * Hosted RL * Allow for user to use just 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 * Support tomls on prime rl cmd * Minor fix * Cleanup references to RFT * Minor improvements * Fix ruff * Match post rft run schema to new backend * Refactor delete_run method to remove return value and simplify success handling in RLClient and related command. * Fix/prime rl list (#267) * quick fix for prime rl list when no name set * remove truncation of id in prime rl list * Add support for run_config * feat: add eval_config support to RL API client (#271) * 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 * prime registry support (#215) * 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 * Chore/bump version 0.5.8 (#270) * bump version to 0.5.8 * bump versions * Fix: Update eval sample field (#265) * Update eval sample field. * Update docs. * Fix: Remove trailing comma from API token URL (#273) Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: sami <sami@primeintellect.ai> --------- Co-authored-by: Johannes Hagemann <johannes@primeintellect.ai> Co-authored-by: JannikSt <JannikSt@users.noreply.github.com> Co-authored-by: Jannik Straube <info@jannik-straube.de>
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Adds missing
eval_configsupport to the RL API client.Changes:
eval_configfield toRLRunmodeleval_configparameter tocreate_run()payload["eval"]in request bodyRelates to #256
Note
Adds evaluation support to RL runs and a new logs experience.
eval_configtoRLRun, plumbseval_configthroughRLClient.create_run()aspayload["eval"][eval]config (envs, interval, num_examples, rollouts_per_example, base_model) and corresponding--eval-*flags; validates env/eval slugs; surfaces eval settings in run creation outputprime rl logscommand with--tailand--follow; cleans output by stripping ANSI and collapsing progress bars; handles rate limitingget_logs(run_id, tail_lines)method used by CLIWritten by Cursor Bugbot for commit aa1b26d. This will update automatically on new commits. Configure here.