v2.2.0

This release contains updated default arguments and argument descriptions as well as CPU only optimizations.

Changes

• update --lora-dropout CLI argument default value
• update default optimizer
• update --max-saved CLI argument to accept 'None' to keep all checkpoint saves
• optimize CPU only tuning
• add ability to serve models on CPU only
• update argument descriptions

v2.1.7

This release adds support Masked Language Models(MLM) and includes frozen dependency versions.

Changes

• add ability to tune Masked Language Models(MLM)
• freeze CLI dependencies

v2.1.6

This release brings multiple additional CLI arguments and optimizations.

Changes

• add --show-token-metrics CLI argument
• fix evaluation mode
• add --load-best-before-save CLI argument
• add --max-parallel-requests CLI argument for serve mode
• load-dataset optimizations

v2.1.5

This release adds many optimizations and adds full evaluation mode.

Changes

• suppress warnings unless in debug mode
• add only authenticate with Huggingface if auth token is provided
• optimize agent tokens
• add full evaluation mode
• update documentation

v2.1.4

This release include minor code optimizations and a hotfix for serve mode broken by the previous release.

Changes

• general code optimizations
• fix serve mode broken by missing dependency
• fix serve mode API request body parsing
• add serve endpoints return proper finish_reason

v2.1.3

Changes

• add --use-low-gpu-memory CLI argument
• add repetition_penalty completion parameter
• fix bugs resulting from --eval-dataset edge cases
• add serve endpoints return proper stop reasons

v2.1.2

This release includes multiple bug fixes.

Changes

• fix evaluation configuration
• fix Huggingface authentication

v2.1.1

This release adds full Windows OS support as well as additional CLI arguments and bugfixes.

Changes

• add full Windows OS support
• add Windows installer script
• add --huggingface-auth-token CLI argument
• fix wrong exception when no tuning data provided

v2.1.0

This release adds Windows OS file path support, additional CLI configuration arguments and exception handling optimizations.

Changes

• add --neftune-noise-alpha CLI argument
• add --overwrite-output CLI argument
• refactor exceptions to be more informative
• add Windows OS file path support
• change default output directory(POSSIBLY BREAKING CHANGE)

v2.0.2

This release adds agent tuning optimizations & documentation.

Changes

• optimize & document agent tuning