Tag Index

ai-training

3 items with this tag.

Jun 18, 2025
Resolving CUDA Initialization Errors with Accelerate in Kaggle Notebooks
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

alignment

8 items with this tag.

backend

1 item with this tag.

Jun 19, 2025
Understanding Debouncing in Programming
- backend

causal-inference

1 item with this tag.

Jun 03, 2025
A Quick Dive into Causal Graphs and Interventions
- causal-inference

computer-vision

3 items with this tag.

Jun 10, 2025
How We Find ROIs
- computer-vision
Jun 10, 2025
Deformable ROI Pooling–A Flexible Approach to Feature Extraction
- computer-vision
May 26, 2025
What is Region of Interest?
- computer-vision

cs

2 items with this tag.

Aug 05, 2025
UTF-8 Encoding
- cs
Jun 30, 2025
Unicode
- cs

cuda

1 item with this tag.

Jun 18, 2025
Resolving CUDA Initialization Errors with Accelerate in Kaggle Notebooks

debugging

1 item with this tag.

Jun 18, 2025
Resolving CUDA Initialization Errors with Accelerate in Kaggle Notebooks

devops

2 items with this tag.

May 25, 2025
Kubernetes is an Air Traffic Control Tower
- devops
- k8s
May 25, 2025
The World Before Kubernetes
- devops
- k8s

dpo

10 items with this tag.

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
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 14, 2025
Understanding Lemma 2 in DPO
May 14, 2025
Understanding The Equivalence Between Two Reward Models in DPO
May 12, 2025
Avoiding Explicit Reward Models in DPO

finetuning

3 items with this tag.

May 25, 2025
Interpreting The Optimization in RL Fine-Tuning within RLHF
May 25, 2025
Why DPO Instead of RLHF? RL Is Expensive
May 25, 2025
Understanding Reward Modeling in RLHF

k8s

2 items with this tag.

May 25, 2025
Kubernetes is an Air Traffic Control Tower
- devops
- k8s
May 25, 2025
The World Before Kubernetes
- devops
- k8s

latex

1 item with this tag.

May 28, 2025
Resolving LaTeX Unicode 8203 Warnings
- text-editing
- latex

linear-algebra

3 items with this tag.

Jun 02, 2025
Decomposing Matrices with Elementary Operations
- linear-algebra
May 25, 2025
Conditioned vs. Ill-Conditioned Systems
- linear-algebra
May 25, 2025
How to Find a Particular Solution?
- linear-algebra

llm

1 item with this tag.

May 25, 2025
What is the parameter 'Top P' in the context of LLMs?
- llm

loss-function

1 item with this tag.

Jun 08, 2025
The Core Idea of Supervised Contrastive Learning
- loss-function
- ai-training

probability

5 items with this tag.

Sep 11, 2025
Stirling's Approximation
- probability
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

reinforcement-learning

11 items with this tag. Showing first 10 tags.

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
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 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

text-editing

1 item with this tag.

May 28, 2025
Resolving LaTeX Unicode 8203 Warnings
- text-editing
- latex

web-dev

1 item with this tag.

May 29, 2025
Slugs in Web Development
- web-dev

Recent Notes

Tag Index

Graph View