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perplexity-correlations/fasttext-lambada-target
fasttext-lambada-target is a machine learning model from perplexity-correlations. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This repository contains a fastText pretraining data filter targeting the LAMBADA task, as discussed in the paper Improving Pretraining Data Using Perplexity Correlations. This filter selects high-quality pretraining…
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Updated Apr 18, 2026
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From the Hugging Face model README
This repository contains a fastText pretraining data filter targeting the LAMBADA task, as discussed in the paper Improving Pretraining Data Using Perplexity Correlations. This filter selects high-quality pretraining data based on correlations between LLM perplexity and downstream benchmark performance.
Code: https://github.com/TristanThrush/perplexity-correlations