Machine Learning

  • 4th October 2025

论文阅读：Unlearning-Based Neural Interpretations

Machine Learning
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  • 29th September 2025

Learning Dynamics of LLM Fine-Tuning

Machine Learning
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  • 28th September 2025

神经正切核 Neural Tangent Kernel, NTK

Machine LearningFine Tuning
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  • 18th September 2025

Approximate KL Divergence using Fisher Information Matrix

StatisticsMachine Learning
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  • 15th September 2025

论文阅读：Parameter-Efficient Fine-Tuning with Controls

Optimal ControlMachine LearningComputer Vision
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  • 13th September 2025

论文阅读-Benchmarking Optimizers for Large Language Model Pretraining

LLMMachine Learning
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  • 13th September 2025

Pytorch 中的 Dataset、DataLoader

PyTorchPythonMachine Learning
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  • 10th September 2025

论文阅读：RL's Razor Why Online Reinforcement Learning Forgets Less

Machine LearningContinual LearningFine Tuning
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  • 6th September 2025

论文阅读：The Super Weight in Large Language Models

LLMMachine Learning
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  • 28th August 2025

论文阅读-Recall and Learn Fine Tuning with Less Forgetting

Fine TuningCatastrophic ForgettingMachine Learning
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  • 27th August 2025

AdamW: Adam with Decoupled Weight Decay

OptimizationMachine Learning
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  • 25th August 2025

Adam: Adaptive Moment Estimation

OptimizationMachine Learning
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  • 22nd August 2025

论文阅读：Method of Successive Approximations

Optimal ControlMachine Learning
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  • 21st August 2025

KL 散度、交叉熵与对数似然

Machine LearningStatistics
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  • 19th August 2025

Transformers 库 CLM 预训练与微调代码阅读

Machine LearningTransformers Library
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  • 18th August 2025

LoRA (Low-Rank Adaptation)

Fine TuningMachine Learning
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  • 16th August 2025

Hugging Face trl 微调库 SFT 代码阅读

Fine TuningMachine LearningTRL Library
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  • 15th August 2025

论文阅读：连续学习的最优控制方式

Machine LearningContinual LearningOptimal Control
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  • 13th August 2025

Transformers 库 Trainer 使用与自定义优化器

Machine LearningTransformers Library
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  • 12th August 2025

Transformers 库图像分类微调代码阅读

Machine LearningTransformers LibraryFine TuningComputer Vision
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  • 8th August 2025

Pytorch Parameters 结构与 Muon 的调用

PyTorchMuonMachine Learning
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  • 29th July 2025

MAE 测试环境搭建

Machine LearningMAEComputer Vision
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