Test (#270)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Merge dev to test (#107)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Development to Test (#109)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

---------

Co-authored-by: Lucas Pavanelli <[email protected]>

* Merge to test (#111)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

---------

Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update Finetuner functional tests (#112)

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#118)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Update Finetuner functional tests (#112)

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#117)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Do not download textual URLs (#120)

* Do not download textual URLs

* Treat as string

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Enable api key parameter in data asset creation (#122)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Merge to test (#124)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#117)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Do not download textual URLs (#120)

* Do not download textual URLs

* Treat as string

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Enable api key parameter in data asset creation (#122)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: mikelam-us-aixplain <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update Finetuner hyperparameters (#125)

* Update Finetuner hyperparameters

* Change hyperparameters error message

* Merge dev to test (#126)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#117)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Do not download textual URLs (#120)

* Do not download textual URLs

* Treat as string

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Enable api key parameter in data asset creation (#122)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update Finetuner hyperparameters (#125)

* Update Finetuner hyperparameters

* Change hyperparameters error message

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: mikelam-us-aixplain <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Add new LLMs finetuner models (mistral and solar) (#128)

* Merge dev to test (#129)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#117)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Do not download textual URLs (#120)

* Do not download textual URLs

* Treat as string

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Enable api key parameter in data asset creation (#122)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update Finetuner hyperparameters (#125)

* Update Finetuner hyperparameters

* Change hyperparameters error message

* Add new LLMs finetuner models (mistral and solar) (#128)

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: mikelam-us-aixplain <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Enabling dataset ID and model ID as parameters for finetuner creation (#131)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Fix supplier representation of a model (#132)

* Fix supplier representation of a model

* Fixing parameter typing

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Fixing indentation in documentation sample code (#134)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Merge to test (#135)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#117)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Do not download textual URLs (#120)

* Do not download textual URLs

* Treat as string

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Enable api key parameter in data asset creation (#122)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update Finetuner hyperparameters (#125)

* Update Finetuner hyperparameters

* Change hyperparameters error message

* Add new LLMs finetuner models (mistral and solar) (#128)

* Enabling dataset ID and model ID as parameters for finetuner creation (#131)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Fix supplier representation of a model (#132)

* Fix supplier representation of a model

* Fixing parameter typing

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Fixing indentation in documentation sample code (#134)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: mikelam-us-aixplain <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update FineTune unit and functional tests (#136)

* Merge dev to test (#137)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#117)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Do not download textual URLs (#120)

* Do not download textual URLs

* Treat as string

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Enable api key parameter in data asset creation (#122)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update Finetuner hyperparameters (#125)

* Update Finetuner hyperparameters

* Change hyperparameters error message

* Add new LLMs finetuner models (mistral and solar) (#128)

* Enabling dataset ID and model ID as parameters for finetuner creation (#131)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Fix supplier representation of a model (#132)

* Fix supplier representation of a model

* Fixing parameter typing

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Fixing indentation in documentation sample code (#134)

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Update FineTune unit and functional tests (#136)

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: mikelam-us-aixplain <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Click fix (#140)

* Merge to prod (#119)

* Merge dev to test (#107)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Development to Test (#109)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

---------

Co-authored-by: Lucas Pavanelli <[email protected]>

* Merge to test (#111)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

---------

Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Merge dev to test (#113)

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Update Finetuner functional tests (#112)

---------

Co-authored-by: Thiago Castro Ferreira <[email protected]>

* Hf deployment test (#114)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Hf deployment test (#118)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Create bounds for FineTune hyperparameters (#103)

* Test bound to hyperparameters

* Update finetune llm hyperparameters

* Remove option to use PEFT, always on use now

* Fixing pipeline general asset test (#106)

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Update Finetuner functional tests (#112)

* Hf deployment test (#115)

* Started adding Hugging Face deployment to aiXplain SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added model status function to  SDK

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updating

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Updated CLI

Signed-off-by: mikelam-us <[email protected]>

* Adding CLI

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Corrected request error

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Clearing out unnecessary information in return

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Simplifying status

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests and correcting tokens

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added bad repo ID test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Finished rough draft of tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding tests

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Fixing hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding hf token

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Correcting first test

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Testing

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Adding config

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added user doc

Signed-off-by: mikelam-us-aixplain <[email protected]>

* Added gated model test

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>

* Adding HF token

Signed-off-by: mikelam-us-aixplain <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>

---------

Signed-off-by: mikelam-us-aixplain <[email protected]>
Signed-off-by: mikelam-us <[email protected]>
Co-authored-by: Lucas Pavanelli <[email protected]>
Co-authored-by: Thiago Castro Ferreira <[email protected]>
Co-authored-by: mikelam-us-a…

aixplain/factories/api_key_factory.py

@@ -2,9 +2,9 @@
 import logging
 import aixplain.utils.config as config
 from datetime import datetime
-from typing import Text, List, Dict, Union
+from typing import Text, List, Optional, Dict, Union
 from aixplain.utils.file_utils import _request_with_retry
-from aixplain.modules.api_key import APIKey, APIKeyGlobalLimits
+from aixplain.modules.api_key import APIKey, APIKeyGlobalLimits, APIKeyUsageLimit
 
 
 class APIKeyFactory:
@@ -72,7 +72,7 @@ def create(
                 name=resp["name"],
                 budget=resp["budget"] if "budget" in resp else None,
                 global_limits=resp["globalLimits"] if "globalLimits" in resp else None,
-                asset_limits=resp["assetLimits"] if "assetLimits" in resp else [],
+                asset_limits=resp["assetsLimits"] if "assetsLimits" in resp else [],
                 expires_at=resp["expiresAt"] if "expiresAt" in resp else None,
                 access_key=resp["accessKey"],
                 is_admin=resp["isAdmin"],
@@ -110,3 +110,29 @@ def update(cls, api_key: APIKey) -> APIKey:
             return api_key
         else:
             raise Exception(f"API Key Update Error: Failed to update API key with ID {api_key.id}. Error: {str(resp)}")
+
+    @classmethod
+    def get_usage_limit(cls, api_key: Text = config.TEAM_API_KEY, asset_id: Optional[Text] = None) -> APIKeyUsageLimit:
+        """Get API key usage limit"""
+        try:
+            url = f"{config.BACKEND_URL}/sdk/api-keys/usage-limits"
+            if asset_id is not None:
+                url += f"?assetId={asset_id}"
+            headers = {"Authorization": f"Token {api_key}", "Content-Type": "application/json"}
+            logging.info(f"Start service for GET API Key Usage  - {url} - {headers}")
+            r = _request_with_retry("GET", url, headers=headers)
+            resp = r.json()
+        except Exception:
+            message = "API Key Usage Error: Make sure the API Key exists and you are the owner."
+            logging.error(message)
+            raise Exception(f"{message}")
+
+        if 200 <= r.status_code < 300:
+            return APIKeyUsageLimit(
+                request_count=resp["requestCount"],
+                request_count_limit=resp["requestCountLimit"],
+                token_count=resp["tokenCount"],
+                token_count_limit=resp["tokenCountLimit"],
+            )
+        else:
+            raise Exception(f"API Key Usage Error: Failed to get usage. Error: {str(resp)}")

aixplain/modules/__init__.py

@@ -36,4 +36,4 @@
 from .agent import Agent
 from .agent.tool import Tool
 from .team_agent import TeamAgent
-from .api_key import APIKey, APIKeyGlobalLimits
+from .api_key import APIKey, APIKeyGlobalLimits, APIKeyUsageLimit

aixplain/modules/api_key.py

@@ -1,3 +1,6 @@
+import logging
+from aixplain.utils import config
+from aixplain.utils.file_utils import _request_with_retry
 from aixplain.modules import Model
 from datetime import datetime
 from typing import Dict, List, Optional, Text, Union
@@ -23,6 +26,22 @@ def __init__(
             self.model = ModelFactory.get(model)
 
 
+class APIKeyUsageLimit:
+    def __init__(self, request_count: int, request_count_limit: int, token_count: int, token_count_limit: int):
+        """Get the usage limits of an API key
+
+        Args:
+            request_count (int): number of requests made
+            request_count_limit (int): limit of requests
+            token_count (int): number of tokens used
+            token_count_limit (int): limit of tokens
+        """
+        self.request_count = request_count
+        self.request_count_limit = request_count_limit
+        self.token_count = token_count
+        self.token_count_limit = token_count_limit
+
+
 class APIKey:
     def __init__(
         self,
@@ -54,7 +73,7 @@ def __init__(
                     token_per_day=asset_limit["tpd"],
                     request_per_minute=asset_limit["rpm"],
                     request_per_day=asset_limit["rpd"],
-                    model=asset_limit["model"],
+                    model=asset_limit["assetId"],
                 )
         self.expires_at = expires_at
         self.access_key = access_key
@@ -110,17 +129,13 @@ def to_dict(self) -> Dict:
                     "tpd": asset_limit.token_per_day,
                     "rpm": asset_limit.request_per_minute,
                     "rpd": asset_limit.request_per_day,
-                    "model": asset_limit.model.id,
+                    "assetId": asset_limit.model.id,
                 }
             )
         return payload
 
     def delete(self) -> None:
         """Delete an API key by its ID"""
-        import logging
-        from aixplain.utils import config
-        from aixplain.utils.file_utils import _request_with_retry
-
         try:
             url = f"{config.BACKEND_URL}/sdk/api-keys/{self.id}"
             headers = {"Authorization": f"Token {config.TEAM_API_KEY}", "Content-Type": "application/json"}
@@ -132,3 +147,28 @@ def delete(self) -> None:
             message = "API Key Deletion Error: Make sure the API Key exists and you are the owner."
             logging.error(message)
             raise Exception(f"{message}")
+
+    def get_usage(self, asset_id: Optional[Text] = None) -> APIKeyUsageLimit:
+        """Get the usage limits of an API key"""
+        try:
+            url = f"{config.BACKEND_URL}/sdk/api-keys/{self.id}/usage-limits"
+            headers = {"Authorization": f"Token {config.TEAM_API_KEY}", "Content-Type": "application/json"}
+            logging.info(f"Start service for GET API Key Usage  - {url} - {headers}")
+            if asset_id is not None:
+                url += f"?assetId={asset_id}"
+            r = _request_with_retry("GET", url, headers=headers)
+            resp = r.json()
+        except Exception:
+            message = "API Key Usage Error: Make sure the API Key exists and you are the owner."
+            logging.error(message)
+            raise Exception(f"{message}")
+
+        if 200 <= r.status_code < 300:
+            return APIKeyUsageLimit(
+                request_count=resp["requestCount"],
+                request_count_limit=resp["requestCountLimit"],
+                token_count=resp["tokenCount"],
+                token_count_limit=resp["tokenCountLimit"],
+            )
+        else:
+            raise Exception(f"API Key Usage Error: Failed to get usage. Error: {str(resp)}")

pyproject.toml

@@ -10,7 +10,7 @@ namespaces = true
 
 [project]
 name = "aiXplain"
-version = "0.2.18"
+version = "0.2.20"
 description = "aiXplain SDK adds AI functions to software."
 readme = "README.md"
 requires-python = ">=3.5, <4"

tests/functional/agent/agent_functional_test.py

@@ -55,7 +55,7 @@ def test_end2end(run_input_map):
     if "pipeline_tools" in run_input_map:
         for tool in run_input_map["pipeline_tools"]:
             tools.append(AgentFactory.create_pipeline_tool(pipeline=tool["pipeline_id"], description=tool["description"]))
-            
+
     agent = AgentFactory.create(
         name=run_input_map["agent_name"], description=run_input_map["agent_name"], llm_id=run_input_map["llm_id"], tools=tools
     )

tests/functional/apikey/test_api.py

@@ -1,5 +1,5 @@
 from aixplain.factories.api_key_factory import APIKeyFactory
-from aixplain.modules import APIKey, APIKeyGlobalLimits
+from aixplain.modules import APIKey, APIKeyGlobalLimits, APIKeyUsageLimit
 from datetime import datetime
 import json
 import pytest
@@ -81,6 +81,9 @@ def test_list_api_keys():
         assert isinstance(api_key, APIKey)
         assert api_key.id != ""
 
+        if api_key.is_admin is False:
+            usage = api_key.get_usage()
+            assert isinstance(usage, APIKeyUsageLimit)
 
 def test_create_api_key_wrong_input():
     api_key_name = "Test API Key"

tests/unit/api_key_test.py

@@ -25,7 +25,7 @@ def test_api_key_service():
             "accessKey": "access-key",
             "budget": 1000,
             "globalLimits": {"tpm": 100, "tpd": 1000, "rpd": 1000, "rpm": 100},
-            "assetLimits": [{"model": model_id, "tpm": 100, "tpd": 1000, "rpd": 1000, "rpm": 100}],
+            "assetLimits": [{"assetId": model_id, "tpm": 100, "tpd": 1000, "rpd": 1000, "rpm": 100}],
             "expiresAt": "2024-10-07T00:00:00Z",
             "isAdmin": False,
         }