Databricks Open Source
Databricks Open Source
Databricks is deeply invested in open source and has contributed significantly to projects like Apache Spark. They offer several open-source technologies and models, making them a significant player in the open-source data and AI ecosystem.
Here’s a summary of Databricks’ open-source initiatives:
Open Source Technologies:
- Apache Spark: The foundational technology behind Databricks, providing a unified engine for large-scale data processing.
- Delta Lake: An open-format storage layer that brings reliability and performance to data lakes.
- MLflow: An open-source platform for managing the entire machine learning lifecycle.
- Koalas: A project that allows users to work with Spark DataFrames using pandas-like APIs.
Open Source Large Language Models (LLMs):
- Dolly: A large language model designed for instruction following.
- DBRX: A recently released LLM designed for efficiency and customizability.
Resources:
- Built on Open Source: https://www.databricks.com/product/open-source
- Best-in-class open-source generative AI models for free commercial use: https://www.databricks.com/product/machine-learning/large-language-models-oss-guidance
- Announcing DBRX: https://www.databricks.com/blog/announcing-dbrx-new-standard-efficient-open-source-customizable-llms
Databricks Training Demo Day 1 Video:
Conclusion:
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