Release notes
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.
2.5.1
October 18, 2023
Minor updates
- Added the ability to contact a human specialist through Bel Esprit.
- Added the ability to copy Bel Esprit session ID and export the chat log.
- Added asset renaming and editing meta information.
- Created pipeline drafts listing page with function and visibility filters.
SDK updates
- Model image upload SDK.
Bug fixes
- Fixed an issue with the asset drawer where it would clear assets after being used.
2.5.0
September 21, 2023
Major updates
- Bel Esprit — We are thrilled to introduce Bel Esprit, your personal AI solution architect. Converse with an AI chat agent in natural language to transform your ideas into deployable, production-ready AI solutions.
- Pipeline drafts in Design — A new state for pipelines in Design has been added which allows the user to save unfinished Design pipelines as drafts. Users can load drafts and pick up their work where they left off. Drafts also work with auto-saving to ensure that no work gets lost.
- Pipeline templates in Design — We are adding pipeline templates into Design. You can now save your pipelines as templates, you can then reuse them or load pre-existing templates to speed up your pipeline building process.
Minor updates
- Improved the documents page in the side panel and added several new articles.
- Added the ability for users to sign-up or sign-in using their Google accounts.
- Introduced conversation history in “Try it out” for LLMs.
- Increased the limit for the number of access keys per team to 10.
- Disabled the zoom button if the zoom level is already at maximum or minimum in Design.
SDK updates
- Added data validations for the format constraints while uploading datasets.
- Added the ability to filter models by AI function when listing them.
- Fixed FineTune and data asset functional tests.
- Fixed metric example displayed in the documentation.
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