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- [2404.04125] No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance https://arxiv.org/abs/2404.04125 142 comments
- The “it” in AI models is the dataset. – Non_Interactive – Software & ML https://nonint.com/2023/06/10/the-it-in-ai-models-is-the-dataset/ 76 comments
- [2404.10102] Chinchilla Scaling: A replication attempt https://arxiv.org/abs/2404.10102 69 comments
- Chinchilla’s Death https://espadrine.github.io/blog/posts/chinchilla-s-death.html#Can_Chinchillas_picture_a_Llama_s_sights_ 50 comments
- En passant - Wikipedia https://en.wikipedia.org/wiki/En_passant 49 comments
- chinchilla's wild implications - LessWrong https://www.lesswrong.com/posts/6Fpvch8RR29qLEWNH/chinchilla-s-wild-implications 32 comments
- [2310.00865] Data Science at the Singularity https://arxiv.org/abs/2310.00865 5 comments
- Library of Congress - Wikipedia http://en.wikipedia.org/wiki/library_of_congress 2 comments
- [2401.00448] Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws https://arxiv.org/abs/2401.00448 0 comments
- trees are harlequins, words are harlequins — I don't think you're drawing the right lesson from... https://nostalgebraist.tumblr.com/post/741247180226052096/i-dont-think-youre-drawing-the-right-lesson-from 0 comments
- [2404.07177] Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic https://arxiv.org/abs/2404.07177 0 comments
- How much LLM training data is there, in the limit? – Educating Silicon https://www.educatingsilicon.com/2024/05/09/how-much-llm-training-data-is-there-in-the-limit/ 0 comments
- [2405.16684] gzip Predicts Data-dependent Scaling Laws https://arxiv.org/abs/2405.16684 0 comments
- [2411.04330] Scaling Laws for Precision https://arxiv.org/abs/2411.04330 0 comments
- [2411.17501] Inference Scaling $\scriptsize\mathtt{F}$Laws: The Limits of LLM Resampling with Imperfect Verifiers https://arxiv.org/abs/2411.17501 0 comments
- [2412.04315] Densing Law of LLMs https://arxiv.org/abs/2412.04315 0 comments
- Is AI hitting a wall? - by Rohit Krishnan https://www.strangeloopcanon.com/p/is-ai-hitting-a-wall 0 comments
- The Scaling Paradox — Toby Ord https://www.tobyord.com/writing/the-scaling-paradox 0 comments
- Implications of the inference scaling paradigm for AI safety — LessWrong https://www.lesswrong.com/posts/HiTjDZyWdLEGCDzqu/?commentId=MPNF8uSsi9mvZLxqz 0 comments
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