Finetuner

Added

- Add default values for finetuner `HOST` and `JINA_HUBBLE_REGISTRY`. ([410](https://github.com/jina-ai/finetuner/pull/410))

- Expose arguments `cpu` and `num_workers` in `finetuner.fit`. ([411](https://github.com/jina-ai/finetuner/pull/411))

- Add documentation structure and how it works section. ([412](https://github.com/jina-ai/finetuner/pull/412))

- Support passing callbacks to the run configuration. ([415](https://github.com/jina-ai/finetuner/pull/415))

- Add documentation step by step from install to create training data. ([416](https://github.com/jina-ai/finetuner/pull/416))

- Add support for `EvaluationCallback`. ([422](https://github.com/jina-ai/finetuner/pull/422))

- Docs add developer reference, Jina ecosystem and style fix. ([423](https://github.com/jina-ai/finetuner/pull/423))

- Add support for MLP model. ([428](https://github.com/jina-ai/finetuner/pull/428))

- Add method `list_models` that returns the available model names. ([428](https://github.com/jina-ai/finetuner/pull/428))

- Organize supported model to model stubs under `finetuner.models`. ([428](https://github.com/jina-ai/finetuner/pull/428))

- Add a guide for image-to-image retrieval. ([430](https://github.com/jina-ai/finetuner/pull/430))

- Add a guide for text to image fine-tuning with `CLIP`. ([433](https://github.com/jina-ai/finetuner/pull/433))

- Add template for guides in docs. ([437](https://github.com/jina-ai/finetuner/pull/437))

- Add text to text with Bert guide to docs. ([426](https://github.com/jina-ai/finetuner/pull/426))


Removed

Changed

- Bump `docarray` to `v0.13.17`. ([411](https://github.com/jina-ai/finetuner/pull/411))

- Guide user to choose models in `list_models`. ([419](https://github.com/jina-ai/finetuner/pull/419))

- Expose run methods. ([425](https://github.com/jina-ai/finetuner/pull/425))

- Rename `list_models` to `describe_models`. ([428](https://github.com/jina-ai/finetuner/pull/428))

- Rename `finetuner.callbacks` to `finetuner.callback` to avoid name collision in `__init__.py`. ([428](https://github.com/jina-ai/finetuner/pull/428))

Fixed

- Enable saving models for clip without overwriting. ([432](https://github.com/jina-ai/finetuner/pull/432))

- Fix flaky integration test. ([436](https://github.com/jina-ai/finetuner/pull/436))

Added

- Setup the project structure. ([385](https://github.com/jina-ai/finetuner/pull/385))

- Create experiment endpoints. ([386](https://github.com/jina-ai/finetuner/pull/386))

- Create run endpoints. ([387](https://github.com/jina-ai/finetuner/pull/387))

- Add Hubble authentication. ([388](https://github.com/jina-ai/finetuner/pull/388))

- Add docs and netlify deployment. ([392](https://github.com/jina-ai/finetuner/pull/392))

- Implement `Run`, `Experiment` and `Finetuner` classes on top of the base client. ([391](https://github.com/jina-ai/finetuner/pull/391))

- Basic error handling. ([394](https://github.com/jina-ai/finetuner/pull/394))

- Create a complete version of the run config. ([395](https://github.com/jina-ai/finetuner/pull/395))

- Improve unit testing. ([396](https://github.com/jina-ai/finetuner/pull/396))

- Implement getting run logs. ([400](https://github.com/jina-ai/finetuner/pull/400))

- Add experiment-related methods to finetuner. ([402](https://github.com/jina-ai/finetuner/pull/402))

- Add CD step for PyPI release. ([403](https://github.com/jina-ai/finetuner/pull/403))

Removed

- Delete all unnecessary files from the previous project. ([384](https://github.com/jina-ai/finetuner/pull/384))

Changed

- Change logic behind artifact-id and return jsonified `dicts` instead of `requests.Response` objects. ([390](https://github.com/jina-ai/finetuner/pull/390))

- Adapt getting run status. ([400](https://github.com/jina-ai/finetuner/pull/400))

Fixed

- Resolve CI tests. ([398](https://github.com/jina-ai/finetuner/pull/398))

- Fix `download_artifact`. ([401](https://github.com/jina-ai/finetuner/pull/401))