JGKYM

Recent Notes

Resolving CUDA Initialization Errors with Accelerate in Kaggle Notebooks
Jun 18, 2025
How We Find ROIs
Jun 10, 2025
Deformable ROI Pooling–A Flexible Approach to Feature Extraction
Jun 10, 2025
The Core Idea of Supervised Contrastive Learning
Jun 08, 2025
Three Main Types of Distributed Training
Jun 04, 2025

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Notes

30 items under this folder.

Jun 18, 2025
Resolving CUDA Initialization Errors with Accelerate in Kaggle Notebooks
Jun 10, 2025
How We Find ROIs
- computer-vision
Jun 10, 2025
Deformable ROI Pooling–A Flexible Approach to Feature Extraction
- computer-vision
Jun 08, 2025
The Core Idea of Supervised Contrastive Learning
- loss-function
- ai-training
Jun 04, 2025
Three Main Types of Distributed Training
- ai-training
Jun 03, 2025
A Quick Dive into Causal Graphs and Interventions
- causal-inference
Jun 02, 2025
Decomposing Matrices with Elementary Operations
- linear-algebra
May 29, 2025
Decomposing Moments of Dependent Random Variables
- probability
May 29, 2025
The Law of Total Variance—Breaking Down Variability
- probability
May 29, 2025
The Law of Total Expectation—The Averaging of Averages
- probability
May 29, 2025
Conditional Independence of Random Variables
- probability
May 29, 2025
Slugs in Web Development
- web-dev
May 28, 2025
Resolving LaTeX Unicode 8203 Warnings
- text-editing
- latex
May 26, 2025
What is Region of Interest?
- computer-vision
May 25, 2025
Conditioned vs. Ill-Conditioned Systems
- linear-algebra
May 25, 2025
How to Find a Particular Solution?
- linear-algebra
May 25, 2025
Interpreting The Bradley-Terry Model for Preferences
May 25, 2025
Interpreting The Optimization in RL Fine-Tuning within RLHF
May 25, 2025
What is the parameter 'Top P' in the context of LLMs?
- llm
May 25, 2025
Bradley-Terry Model Is Just A Logistic Function
May 25, 2025
Why DPO Instead of RLHF? RL Is Expensive
May 25, 2025
Understanding Reward Modeling in RLHF
May 25, 2025
Implicit Reward Functions in DPO
May 25, 2025
The Partition Function—Making RLHF Computations Difficult
May 25, 2025
Kubernetes is an Air Traffic Control Tower
- devops
- k8s
May 25, 2025
The World Before Kubernetes
- devops
- k8s
May 14, 2025
Understanding Lemma 2 in DPO
May 14, 2025
Understanding Lemma 1 in DPO
- alignment
- reinforcement-learning
May 14, 2025
Understanding The Equivalence Between Two Reward Models in DPO
May 12, 2025
Avoiding Explicit Reward Models in DPO

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