Aixplain

**New Functionalities**
- New parameter settings for prompt, hyperparameters and parameter-efficient fine-tuning (peft) in FineTuner

**Minor Improvements**

- Fix in functional tests for model onboard
- Ownership filter on model listing

What's Changed
* Add prompt, hyperparameters and parameter-efficient fine-tuning (peft) parameters to FineTune method by lucas-aixplain in https://github.com/aixplain/aiXplain/pull/92
* Add prompt validator functional tests and fix hosted models functional tests by lucas-aixplain in https://github.com/aixplain/aiXplain/pull/93
* Fix in functional tests for model onboard by mikelam-us-aixplain in https://github.com/aixplain/aiXplain/pull/94
* Ownership filter on model listing by thiago-aixplain in https://github.com/aixplain/aiXplain/pull/95
* Add learning rate scheduler and early stopping to FineTune LLMs by lucas-aixplain in https://github.com/aixplain/aiXplain/pull/96

**Full Changelog**: https://github.com/aixplain/aiXplain/compare/0.2.5...0.2.6

**New Functionalities**
Upload File Assets

**Minor Improvements**

- Fix on Supplier Enumerator
- Fix status on model failure
- Improvements on Functional Tests

What's Changed
* File Upload by MAlyafeai18 in https://github.com/aixplain/aiXplain/pull/86
* Fix in the supplier method by thiago-aixplain in https://github.com/aixplain/aiXplain/pull/88
* Fix status when failed poll to "FAILED" by thiago-aixplain in https://github.com/aixplain/aiXplain/pull/90
* Added ecr login by mikelam-us-aixplain in https://github.com/aixplain/aiXplain/pull/91
* Pipeline tests on batchmode by thiago-aixplain in https://github.com/aixplain/aiXplain/pull/84

**Full Changelog**: https://github.com/aixplain/aiXplain/compare/0.2.4...0.2.5

**New Functionalities**
Model image upload SDK

- Self-onboarding support for ASR models
- CLI for the model image upload SDK
- Installation of model-interfaces (previously aixplain-models-internal) as an extra dependency under the “aixplain” namespace
- Google Colab for fine-tuning search and text generation models in user documentation

Minor Improvements

- Transitioned aiXplain SDK from setup.py to pyproject.toml.
- Filtering models by AI Supplier

What's Changed
* Update user docs and add FineTune Search and LLM functional tests by lucas-aixplain in https://github.com/aixplain/aiXplain/pull/79
* Supplier Filter by MAlyafeai18 in https://github.com/aixplain/aiXplain/pull/80
* validate the splitting of metadata by MAlyafeai18 in https://github.com/aixplain/aiXplain/pull/75
* Add Azure ASR fine-tuning to functional tests by lucas-aixplain in https://github.com/aixplain/aiXplain/pull/82
* Fix ModelFactory list method by lucas-aixplain in https://github.com/aixplain/aiXplain/pull/83
* chore: update backend endpoints. by ikoujar in https://github.com/aixplain/aiXplain/pull/78
* Removing problematic finetuning test by mikelam-us-aixplain in https://github.com/aixplain/aiXplain/pull/85
* Started image upload implementation by mikelam-us-aixplain in https://github.com/aixplain/aiXplain/pull/58
* Preparing for release 0.2.4 by mikelam-us-aixplain in https://github.com/aixplain/aiXplain/pull/87

New Contributors
* ikoujar made their first contribution in https://github.com/aixplain/aiXplain/pull/78

**Full Changelog**: https://github.com/aixplain/aiXplain/compare/0.2.3...0.2.4

**New Functionalities**

- Dataset Validations

**Minor Improvements**

- Filtering models by AI function
- Fixing finetune and data asset functional tests
- Fixing metric example in documentation

**New Functionalities**

- Models benchmarking
- Metrics execution
- Dataset onboarding from S3 links
- Dataset processing with pipelines

**Minor Improvements**

- Deprecated old methods (e.g. `create_asset_from_id` and `get_assets_from_page`)
- Text Normalization added on benchmark
- Refactored SDK to have uniformity across all modules in I/O types and function names

* team api key validation
* Error handling on data asset onboard