📄 文章列表

93 篇文章
TDS

How to Benchmark DeepSeek-R1 Distilled Models on GPQA Using Ollama and OpenAI’s simple-evals

✅ completed ⭐ ★★★★★★ 2025-04-23
TDS

Empowering LLMs to Think Deeper by Erasing Thoughts

✅ completed ⭐ ★★★★★★ 2025-05-12
TDS

The Crucial Role of NUMA Awareness in High-Performance Deep Learning

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Introducing Google’s LangExtract tool

✅ completed ⭐ ★★★★★★ 2025-08-11
TDS

A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?

✅ completed ⭐ ★★★★★★ 2025-08-13
TDS

Is Your Training Data Representative? A Guide to Checking with PSI in Python

✅ completed ⭐ ★★★★★★ 2025-09-10
TDS

No Peeking Ahead: Time-Aware Graph Fraud Detection

✅ completed ⭐ ★★★★★★ 2025-09-14
TDS

Preparing Video Data for Deep Learning: Introducing Vid Prepper

✅ completed ⭐ ★★★★★★ 2025-09-29
TDS

Visual Pollen Classification Using CNNs and Vision Transformers

✅ completed ⭐ ★★★★★★ 2025-10-01
TDS

Temporal-Difference Learning and the Importance of Exploration: An Illustrated Guide

✅ completed ⭐ ★★★★★★ 2025-10-01
TDS

Smarter, Not Harder: How AI’s Self-Doubt Unlocks Peak Performance

✅ completed ⭐ ★★★★★★ 2025-10-02
TDS

Human Won’t Replace Python

✅ completed ⭐ ★★★★★★ 2025-10-14
TDS

Scaling Recommender Transformers to a Billion Parameters

✅ completed ⭐ ★★★★★★ 2025-10-21
TDS

Water Cooler Small Talk, Ep. 9: What “Thinking” and “Reasoning” Really Mean in AI and LLMs

✅ completed ⭐ ★★★★★★ 2025-10-28
TDS

The Reinforcement Learning Handbook: A Guide to Foundational Questions

✅ completed ⭐ ★★★★★★ 2025-11-06
TDS

Learning Triton One Kernel at a Time: Softmax

✅ completed ⭐ ★★★★★★ 2025-11-23
TDS

The Machine Learning “Advent Calendar” Day 1: k-NN Regressor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-01
TDS

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

✅ completed ⭐ ★★★★★★ 2025-12-03
TDS

The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel

✅ completed ⭐ ★★★★★★ 2025-12-08
TDS

What Happens When You Build an LLM Using Only 1s and 0s

✅ completed ⭐ ★★★★★★ 2025-12-22