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Francesco ChiaramonteFrancesco Chiaramonte
Home   >   Databricks Dolly

Based on the free and open-source GPT-J is a sizable language model by Databricks called Dolly. It demonstrated high-quality instruction following behaviour not seen in the base model after only 30 minutes of fine-tuning on a targeted corpus of 50,000 records from Stanford Alpaca. This finding proves that developing effective AI technologies is more feasible than previously believed.

Dolly, however, mimics the content and shortcomings of its training data, as do all language models. The outputs of the model reflect the fact that the dataset for GPT-J, which is largely derived from the internet, contains material that might be regarded as objectionable. Similar errors, meaningless responses, and other flaws can be found in Stanford Alpaca’s data, which Dolly might mimic.

Developers, data scientists, researchers, educators, and businesses seeking powerful AI-driven language capabilities.

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Francesco Chiaramonte

Francesco Chiaramonte is renowned for over 10 years of experience, from machine learning to AI entrepreneurship. He shares knowledge and is committed to advancing artificial intelligence, hoping that AI will drive societal progress.

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