AI 知识库 | 文章列表

TDS

Prefill Is Compute-Bound. Decode Is Memory-Bound. Why Your GPU Shouldn’t Do Both.

✅ completed ⭐ ★★★★★★ 2026-04-15

TDS

Your Chunks Failed Your RAG in Production

✅ completed ⭐ ★★★★★★ 2026-04-16

TDS

6 Things I Learned Building LLMs From Scratch That No Tutorial Teaches You

✅ completed ⭐ ★★★★★★ 2026-04-17

TDS

Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy with Smarter Retrieval

✅ completed ⭐ ★★★★★★ 2026-04-19

TDS

I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing

✅ completed ⭐ ★★★★★★ 2026-04-21

TDS

Using a Local LLM as a Zero-Shot Classifier

✅ completed ⭐ ★★★★★★ 2026-04-23

TDS

I Built an AI Pipeline for Kindle Highlights

✅ completed ⭐ ★★★★★★ 2026-04-24

TDS

Bytes Speak All Languages: Cross-Script Name Retrieval via Contrastive Learning

✅ completed ⭐ ★★★★★★ 2026-04-26

TDS

How to Build an Efficient Knowledge Base for AI Models

✅ completed ⭐ ★★★★★★ 2026-05-04

TDS

The Must-Know Topics for an LLM Engineer

✅ completed ⭐ ★★★★★★ 2026-05-09

TDS

Proxy-Pointer RAG — Structure-Aware Document Comparison at Enterprise Scale

✅ completed ⭐ ★★★★★★ 2026-05-12

TDS

Hybrid Search and Re-Ranking in Production RAG

✅ completed ⭐ ★★★★★★ 2026-05-12

TDS

Building an Evaluation Harness for Production AI Agents: A 12-Metric Framework From 100+ Deployments

✅ completed ⭐ ★★★★★★ 2026-05-13

TDS

I Built the Same B2B Document Extractor Twice: Rules vs. LLM

✅ completed ⭐ ★★★★★★ 2026-05-13

TDS

LLM Evals Are Based on Vibes — I Built the Missing Layer That Decides What Ships

✅ completed ⭐ ★★★★★★ 2026-05-17

TDS

Can LLMs Replace Survey Respondents?

✅ completed ⭐ ★★★★★★ 2026-05-20

TDS

EmoNet: Speaker-Aware Transformers for Emotion Recognition — and What I’d Build Differently in 2026

✅ completed ⭐ ★★★★★★ 2026-05-28

TDS

Five Questions About Chronos-2, the Time Series Foundation Model

✅ completed ⭐ ★★★★★★ 2026-05-29

TDS

Baseline Enterprise RAG, From PDF to Highlighted Answer