The Ledger
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Ben Allal: Recent web dumps improve model benchmarks despite synthetic data
“So what we did is we trained different models on these different dumps, and we then computed their performance on popular like NLP benchmarks, and then we computed the aggregated score. And surprisingly, you can see that the latest dumps are actually even bett…”
Bachman: 90% of documents in web pre-training datasets are under 2k context
“If you take like any old, like the pile or one of the more modern ones, basically any common crawl derived, scrape, open web text, any of these things, you're going to find that almost all documents are very short. There's some long context documents, but the …”