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12 de jul. de 2022 · BLOOM was created over the last year by over 1,000 volunteer researchers in a project called BigScience, which was coordinated by AI startup Hugging Face using funding from the French government ...
16 de ago. de 2022 · In this tutorial we will deploy BigScience’s BLOOM model, one of the most impressive large language models (LLMs), in an Amazon SageMaker endpoint. To do so, we will leverage the bitsandbytes (bnb) Int8 integration for models from the Hugging Face (HF) Hub. With these Int8 weights we can run large models that previously wouldn’t fit into ...
Send Questions to: bigscience-contact@googlegroups.com. Cite as: BigScience, BigScience Language Open-science Open-access Multilingual (BLOOM) Language Model. International, May 2021-May 2022. Funded by: The French government. Hugging Face . Organizations of contributors. (Further breakdown of organizations forthcoming.) Technical Specifications
28 de jun. de 2022 · BLOOM (BigScience Language Open-science Open-access Multilingual) is unique not because it’s architecturally different than GPT-3 — it’s actually the most similar of all the above, being also a transformer-based model with 176B parameters (GPT-3 has 175B) —, but because it’s the starting point of a socio-political paradigm shift in AI that will define the coming years on the field ...
BigScience is an ongoing collaborative open science initiative, where a large number of researchers from all over the world work together to train a large language model. Being conscious about LLMs’ capabilities and promoting responsible development and use of the latter, we designed a Responsible AI License (“RAIL”) for the use (in the broadest sense of the word) of the model.
7 de mar. de 2023 · This paper documents the data creation and curation efforts undertaken by BigScience to assemble the Responsible Open-science Open-collaboration Text Sources (ROOTS) corpus, a 1.6TB dataset spanning 59 languages that was used to train the 176-billion-parameter BigScience Large Open-science Open-access Multilingual (BLOOM) language model.
BLOOM Overview. The BLOOM model has been proposed with its various versions through the BigScience Workshop.BigScience is inspired by other open science initiatives where researchers have pooled their time and resources to collectively achieve a higher impact.
