LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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"Base" models were actually trained with some GPT instruct datasets (alien.top)

submitted 1 year ago by Wonderful_Ad_5134@alien.top to c/localllama@poweruser.forum

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Look at this, apart Llama1, all the other "base" models will likely answer "language" after "As an AI". That means Meta, Mistral AI and 01-ai (the company that made Yi) likely trained the "base" models with GPT instruct datasets to inflate the benchmark scores and make it look like the "base" models had a lot of potential, we got duped hard on that one.

https://preview.redd.it/vqtjkw1vdyzb1.png?width=653&format=png&auto=webp&s=91652053bcbc8a7b50bced9bbf8638fa417387bb

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[–] metaprotium@alien.top 1 points 1 year ago

It's almost a shame chatGPT blew up in the way that it did. "AI" became a buzzword and every company found a way to shove it into their business model. Now the future of NLP is cloudy because it's become an ouroboros of data. I think dataset selection and cleaning will become a more important area of research. I'd be surprised if "shoving terabytes of raw webscraper data" continues being feasible in the future