📄 文章列表

435 篇文章
TDS

Fairness Pruning: Precision Surgery to Reduce Bias in LLMs

✅ completed ⭐ ★★★★★★ 2025-07-03
TDS

How to Fine-Tune Small Language Models to Think with Reinforcement Learning

✅ completed ⭐ ★★★★★★ 2025-07-08
TDS

Topic Model Labelling with LLMs

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

Your 1M+ Context Window LLM Is Less Powerful Than You Think

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

The Age of Self-Evolving AI Is Here

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

Advanced Topic Modeling with LLMs

✅ completed ⭐ ★★★★★★ 2025-07-21
TDS

Things I Wish I Had Known Before Starting ML

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks

✅ completed ⭐ ★★★★★★ 2025-07-23
TDS

Multi-head Attention is a Fancy Addition Machine

✅ completed ⭐ ★★★★★★ 2025-07-24
TDS

How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned

✅ completed ⭐ ★★★★★★ 2025-07-25
TDS

The ONLY Data Science Roadmap You Need to Get a Job

✅ completed ⭐ ★★★★★★ 2025-07-31
TDS

FastSAM  for Image Segmentation Tasks — Explained Simply

✅ completed ⭐ ★★★★★★ 2025-07-31
TDS

When Models Stop Listening: How Feature Collapse Quietly Erodes Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2025-08-01
TDS

How Computers “See” Molecules

✅ completed ⭐ ★★★★★★ 2025-08-01
TDS

Does the Code Work or Not?

✅ completed ⭐ ★★★★★★ 2025-08-04
TDS

Mechanistic View of Transformers: Patterns, Messages, Residual Stream… and LSTMs

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

SENet Paper Walkthrough: The Channel-Wise Attention

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Demystifying Cosine Similarity

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

Fine-Tune Your Topic Modeling Workflow with BERTopic

✅ completed ⭐ ★★★★★★ 2025-08-12
TDS

A Refined Training Recipe for Fine-Grained Visual Classification

✅ completed ⭐ ★★★★★★ 2025-08-12