Promptolution

Latest version: v1.3.2

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1.3.2

What's changed
Added features
* Allow for configuration and evaluation of system prompts in all LLM-Classes
* CSV Callback is now FileOutputCallback and able to write Parquet files
* Fixed LLM-Call templates in VLLM
* refined OPRO-implementation to be closer to the paper

**Full Changelog**: [here](https://github.com/finitearth/promptolution/compare/v1.3.1...v1.3.2)

1.3.1

What's changed
Added features
* new features for the VLLM Wrapper (accept seeding to ensure reproducibility)
* fixes in the "MarkerBasedClassificator"
* fixes in prompt creation and task description handling
* generalize the Classificator
* add verbosity and callback handling in EvoPromptGA
* add timestamp to the callback
* removed datasets from repo
* changed task creation (now by default with a dataset)

**Full Changelog**: [here](https://github.com/finitearth/promptolution/compare/v1.3.0...v1.3.1)

1.3.0

What's changed
Added features

* new features for the VLLM Wrapper (automatic batch size determination, accepting kwargs)
* allow callbacks to terminate optimization run
* add token count functionality
* renamed "Classificator"-Predictor to "FirstOccurenceClassificator"
* introduced "MarkerBasedClassifcator"
* automatic task description creation
* use task description in prompt creation
* implement CSV callbacks

Full Changelog: [here](https://github.com/finitearth/promptolution/compare/v1.2.0...v1.3.0)

1.2.0

What's changed
Added features
* New LLM wrapper: VLLM for local inference with batches

**Full Changelog**: [here](https://github.com/finitearth/promptolution/compare/v1.1.1...v1.2.0)

1.1.1

1.1.0

What's changed
Added features
* Enable reading tasks from a pandas dataframe

Further Changes:
* deleted experiment files from the repo folders (logs, configs, etc.)
* improved opros meta-prompt
* added support for python versions from 3.9 onwards (previously 3.11)

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