Databricks, a leading data, and AI company has recently announced the release of Dolly 2.0, the first open-source, instruction-following large language model (LLM) for commercial use. This new release is a significant step forward in the world of AI, as it brings the power of text generation to companies and organizations without proprietary limitations or restrictions.
One of the most impressive aspects of Dolly 2.0 is that it has been fine-tuned on a human-generated data set, giving it abilities similar to OpenAI’s ChatGPT. This means that businesses can now enjoy the benefits of a highly advanced text-generating AI model without the need for substantial investment in training data.
To create this data set, Databricks crowdsourced 13,000 demonstrations of instruction-following behavior from its employees, which was then used to train Dolly’s model weights and training code. The resulting data set and Dolly’s model weights and training code have been released fully open source under a Creative Commons license, making it accessible to businesses of all sizes.
Dolly 2.0 is licensed for commercial use, so companies can now build their own AI-powered productivity apps, chatbots, text summarizers, and search engines. This is a significant development, as it provides businesses with the tools they need to automate many of the repetitive tasks associated with text generation.
Despite its many benefits, Dolly 2.0 does have some limitations. For example, it can only generate text in English, and there is a risk of potentially offensive responses. However, Databricks plans to continue investing in open source and innovations to accelerate the application of large language models to business challenges.
In conclusion, Dolly 2.0 is a game-changer for businesses looking to harness the power of AI text generation. By releasing this open-source model, Databricks has made it possible for companies to build their own AI-powered productivity apps without proprietary limitations or restrictions. With its fine-tuned abilities and commercial license, Dolly 2.0 could pave the way for future open source language models.
