Machine learning AND Tips
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12 Documents
Zeyuan Allen-Zhu sur X : " surprisingly, when pre-training good data (e.g., Wiki) together with "junks" (e.g., Common Crawl), LLM's capacity on good data may decrease by 20x times!"
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2024-04-10 About
DSPy Cheatsheet | DSPy
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2024-03-30 About
Nils Reimers sur X : "Embeddings can store only 1 aspect/topic per embedding well."
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2024-03-13 About
Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)
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2023-11-20 About
fastai v2 cheat sheets
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2021-05-10 About
Radek Osmulski sur Twitter : "You would expect a difference in row access times depending on the type of a sparse matrix, but I didn't realize the difference would be so big!
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2019-05-05 About
Cheatsheet · fastText
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2019-01-29 About
ML Resources
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2018-11-08 About
TensorFlow: how to load and save models at every epoch so you never lose time or data.
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2018-10-26 About
Machine Learning - Cheatsheet (Teaching - CS 229)
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2018-09-20 About
2015-10-19 About
10 Tips to Improve your Text Classification Algorithm Accuracy and Performance | Thinknook
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2014-04-07 About