Open-source AI model development shows far less collaboration and openness than classic open-source software; users innovate by adapting models rather than improving them.
BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model
3 Pith papers cite this work, alongside 8 external citations. Polarity classification is still indexing.
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BLOOM is a 176B-parameter open-access multilingual language model trained on the ROOTS corpus that achieves competitive performance on benchmarks, with improved results after multitask prompted finetuning.
StarCoderBase matches or beats OpenAI's code-cushman-001 on multi-language code benchmarks; the Python-fine-tuned StarCoder reaches 40% pass@1 on HumanEval while retaining other-language performance.
citing papers explorer
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From OSS to Open Source AI: an Exploratory Study of Collaborative Development Paradigm Divergence
Open-source AI model development shows far less collaboration and openness than classic open-source software; users innovate by adapting models rather than improving them.
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BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
BLOOM is a 176B-parameter open-access multilingual language model trained on the ROOTS corpus that achieves competitive performance on benchmarks, with improved results after multitask prompted finetuning.
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StarCoder: may the source be with you!
StarCoderBase matches or beats OpenAI's code-cushman-001 on multi-language code benchmarks; the Python-fine-tuned StarCoder reaches 40% pass@1 on HumanEval while retaining other-language performance.