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blog.google
| | deepmind.google
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| | This has been a year of incredible progress in the field of Artificial Intelligence (AI) research and its practical applications.
| | opensource.googleblog.com
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| | Today, Gemma models are being released as what the industry collectively has begun to refer to as "open models."
| | blog.rinesi.com
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| | jalammar.github.io
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| Discussion: Discussion Thread for comments, corrections, or any feedback. Translations: Korean, Russian Summary: The latest batch of language models can be much smaller yet achieve GPT-3 like performance by being able to query a database or search the web for information. A key indication is that building larger and larger models is not the only way to improve performance. Video The last few years saw the rise of Large Language Models (LLMs) - machine learning models that rapidly improve how machines process and generate language. Some of the highlights since 2017 include: The original Transformer breaks previous performance records for machine translation. BERT popularizes the pre-training then finetuning process, as well as Transformer-based contextualized...