Favoris ; Machine learning AND Catastrophic forgetting
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10 Documents
Rachit Bansal sur X : "An LLM can be efficiently *composed* with specialized (L)LMs to enable new tasks"
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2024-01-06 About
fast.ai - Can LLMs learn from a single example?
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2023-10-21 About
The End of Finetuning — with Jeremy Howard of Fast.ai
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2023-10-20 About
[2306.04640] ModuleFormer: Modularity Emerges from Mixture-of-Experts
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2023-09-16 About
[2208.05388] ATLAS: Universal Function Approximator for Memory Retention
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2022-08-28 About
[2201.00042] Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments
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2022-06-26 About
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines (2021)
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2021-10-30 About
[1802.07569] Continual Lifelong Learning with Neural Networks: A Review
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2020-01-01 About
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models (NAACL 2019)
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2019-06-08 About
[1801.06146] Universal Language Model Fine-tuning for Text Classification
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2018-01-19 About