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isoflop-experiments

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@@ -11,8 +11,8 @@ Curated collection of IsoFLOP curve data from 6 experiments, standardized to a c
 This dataset is associated with the paper [Problems with Chinchilla Approach 2: Systematic Biases in IsoFLOP Parabola Fits](https://huggingface.co/papers/2603.22339).
 - **Project Page:** [https://openathena.ai/scaling-law-analysis](https://openathena.ai/scaling-law-analysis/)
-- **Data Extraction Code:** [Open-Athena/scaling-law-analysis](https://github.com/Open-Athena/scaling-law-analysis)
-- **Fitting & Analysis Library (vpnls):** [Open-Athena/vpnls](https://github.com/Open-Athena/vpnls)
 ## Schema

 This dataset is associated with the paper [Problems with Chinchilla Approach 2: Systematic Biases in IsoFLOP Parabola Fits](https://huggingface.co/papers/2603.22339).
 - **Project Page:** [https://openathena.ai/scaling-law-analysis](https://openathena.ai/scaling-law-analysis/)
+- **Data Extraction & Prep:** [Open-Athena/scaling-law-analysis](https://github.com/Open-Athena/scaling-law-analysis)
+- **Scaling Law Estimation:** [Open-Athena/vpnls](https://github.com/Open-Athena/vpnls)
 ## Schema