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report negative result on fineweb dataset

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Andrej Karpathy
2026-02-18 23:45:31 +00:00
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@@ -4,6 +4,16 @@ A running summary documenting some experiments and findings. Started ~Jan 7 2026
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## 2026-02-17: Pretraining Data: FineWeb (negative)
Tried vanilla fineweb instead of fineweb-edu dataset. Significantly, shockingly worse results:
- d26 (GPT-2): CORE 0.2602 → 0.2241
This is the fifth failed attempt to beat pure FineWeb-EDU on CORE score.
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## 2026-02-17: Pretraining Data Mixture Experiment (negative)
Tried [hynky/finepdfs_50BT-dclm_30BT-fineweb_edu_20BT](https://huggingface.co/datasets/hynky/finepdfs_50BT-dclm_30BT-fineweb_edu_20BT), a mixture of FinePDFs, DCLM, and FineWeb-EDU. Slightly worse on both model sizes tested: