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…rovided in finetune create (#271)
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* Allow dpo responses to have tool calls instead of content * Rephrase required field check
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* encode volume content version in source prefix * use version from metadata * lint * format
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* split uploader into a separate class * inline secrets into jig * inline volumes into jig * simplify status format utils slightly * inline utils into jig * inline config into jig * start simplifying code - use Path.read_text and more walrus * move secret * actually, move secrets and volumes before the main CLI * simplify secrets slightly * rename warm image vars * properly use 3.9 features * start simplifying deployment tracking * fix some bugs and lints * remove some dead code, fix a KeyError, factor out validate_source * fix lints * remove defensive hasattr checks (16338 tokens) * generally use client = ctx.obj.beta.jig * break out is_not_unique_error and inline handle_create in deploy * don't set base url if it's the same as default * no intermediate variables for building jig status message, use Path consistently * mostly use path.read_text/write_text instead of open * pass cache dockerfile and api key to docker via stdin * refactor into tracker class * use some write_text, don't mutate replica.image, use load_config_state helper * inline jig_command decorator and draft _jig_options instead * refactor build/push/deploy and query commands into a Jig class holding config/state. use _jig_options decorator * reimplement handle_api_errors for jig * add refactor todos * UsageError for missing configs * simplify error wrapper * fmt + fmt set_secret * tweak state/config loading * Jig.jig -> Jig.api * refactor _jig_options into _pass_jig and _print_errors * move trivial commands out of jig class * SystemExit -> click.exceptions.Exit, use click.BadParameter and click.UsageError more * use same prefix pattern as handle_api_errors and add JigError * fix print_errors * use JigError class as appropriate * rename _pass_jig to _jig_command and add error handling * remove explicit ctx hints * factor out repeated options * import echo and Context from click * strengthen error handling * simplify further setdefault for volumes before autoscaling jig.name = jig.config.model_name fix pyright (microsoft/pyright#10277) being dumb about fields simplify NotFoundError checks move set secret into jig improve error messages reorganize into a configure, build, deploy, track, CLI story) refactor jig status command and make some style tweaks simplify volumes refactor image formatting refactor subcommand construction reorganize helpers refactor revision handling refactor submit simplify _run refactor dockerfile generation remove retrieve before create checks and fix space/quote inconsistencies use click.Path to verify upload source dir refactor track command inline fail_repica why would req.json() return object instead of a json type refactor logs tweak emoji inline api_base_url move jig group from init to jig.py and make executable show timestamps relative to now make comments, docstrings, function names, messages more consistent tip -> hint refactor to make jig lazy and pass jig unconditionally, and allow interspersed --config fix some lints * we should probably drop reportImplicitOverride because stdlib override was added in 3.12 and we support 3.9 * update client access * add inline deps * use volume versions and source_prefix -> volume_prefix * fix lints * ready 1h not ready since 1h
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* sync secrets from deployment * delete volumes from state --------- Co-authored-by: technillogue <technillogue@gmail.com>
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* fix VolumeMount default and add shebang * sync secrets before checking them * fix bad config merging
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* fix: jig autoscaling config should be nullable * chore(jig): correct comment * fix(jig): submit --watch fail * fix: correct jig validate function --------- Co-authored-by: technillogue <technillogue@gmail.com>
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* Add wandb entity to finetuning requests * Fixes
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Automated Release PR
2.3.0 (2026-03-05)
Full Changelog: v2.2.0...v2.3.0
Features
fine-tuning retrieve(#272) (b9bb6e0)Bug Fixes
Chores
fine-tuning listandfiles listcommands (#274) (a73f525)test_proxy_environment_variablesmore resilient (eb89afd)test_proxy_environment_variablesmore resilient to env (0bf71ae)This pull request is managed by Stainless's GitHub App.
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