Release notes
2.6.6
April 17, 2024
Minor updates
- Added the functionality to view and download scripts in script nodes in Design.
- Improved Discover filters to allow more flexibility.
- Added the functionality to directly swap a node in Design.
- Added “in” and “contains” logic options to decision nodes in Design.
- Made various UX improvements in Design.
SDK updates
- Added pipeline saving/updating service to the SDK.
- Added a new structure of label data type.
2.6.5
March 28, 2024
Minor updates
- Improved the structure of FineTune logs.
- Added suggestion notice to auto-switch teams when a private asset is accessed through URL.
- Made various Benchmark report UX improvements.
Bug fixes
- Fixed metric import issues in Design.
- Fixed automatic node labeling issues in Design.
2.6.4
March 5, 2024
Minor updates
- Added smart search and suggestions in Discover that allow you to find the AI assets you’re looking for easier.
- Created standardized input format for all LLM models to ensure seamless swapping between LLMs.
- Added recommended functions for each metric in Benchmark.
SDK updates
- Enabled API key parameter in data asset creation.
- Created bounds for FineTune hyperparameters.
2.6.3
February 13, 2024
Minor updates
- Added impact analysis plots to Benchmark reports that study the effect of certain features on the performance scores of models.
- Added descriptions under plots for failure rate and bias analysis in Benchmark reports.
- Updated the activity log section of the dashboard to display deleting and moving assets.
- Added Solar LLM as one of the models supported for fine-tuning.
SDK updates
- Enabled the onboarding of LLMs directly from HuggingFace.
2.6.2
January 30, 2024
Minor updates
- Added data characteristic analysis into Benchmark reports.
- Added the ability to move models between teams the user is an owner of.
- Added failure rate plot for models in Benchmark reports.
- Onboarded Groq-hosted LLaMa-2 70B models.
Bug fixes
- Fixed an issue with Bias Analysis plot failing to display results.
2.6.1
January 17, 2024
Minor updates
- Added modality filters for AI assets in Discover marketplace.
- Added topic classification analysis as a new feature in Benchmark.
SDK updates
- Added the ability to assign model version.
- Added bounds for FineTune hyperparameters.
- Updated LLM hyperparameters in FineTune.
- Enabled Parameter-efficient fine-tuning as a default setting.
2.6.0
December 19, 2023
Major updates
- Publishing Corpora — Added the ability to publish and sell onboarded Corpora into the marketplace.
- Summary and data analysis in Benchmark — There is a new tab in Benchmark reports that provides a textual summary of the report. In addition, in-depth analyses are provided under each plot in the report.
Minor updates
- Added a tokenizer to accurately provide price estimates for LLMs.
SDK updates
- Added the ability to delete assets through the SDK.
- Added the ability to sort models by cost, popularity, and creation date.
2.5.4
November 28, 2023
Minor updates
- Added token based pricing to text generation models in Discover.
SDK updates
- Added LLM fine-tuning — Prompt formatter, hyperparameter tuning, supervised fine-tuning, and parameter-efficient fine-tuning.
- Added learning rate scheduler and early stopping to FineTune LLMs.
2.5.3
November 14, 2023
Minor updates
- Added new supplier filter to Discover.
- Updated Bel Esprit behavior to populate pipelines with prompted text generation models instead of script nodes.
SDK updates
- Added the ability to upload files through the SDK.
- Fixed a status display on model failure.
Improvements
- Improved Bel Esprit’s messaging.
2.5.2
October 31, 2023
Minor updates
- Updated Bel Esprit UI and added onboarding experience.
- Added the ability to input prompts and context into LLMs in Design.
- Added report functionality for assets inside asset card details.
- Added the ability to create up to 5 teams on aiXplain and invite members to them.
- Added model API performance information inside model card.
- Added supported file types in model try out and compare.
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