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QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

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3 min read
Spring Boot MCP Server in 2026: The Transport Trap That Wastes Your Weekend

Spring Boot MCP Server in 2026: The Transport Trap That Wastes Your Weekend

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3 min read
I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

I Fine-Tuned a 270M Model on My Laptop (Full Fine-Tuning, From Scratch)

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2 min read
I built an agent health checker, then it flunked itself — here's the audit

I built an agent health checker, then it flunked itself — here's the audit

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9 min read
AMD ATOM + ATOMesh: Prefill/decode Disaggregation on ROCm

AMD ATOM + ATOMesh: Prefill/decode Disaggregation on ROCm

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7 min read
Gemini 3.6 Flash & 3.5 Flash-Lite: Developer guide

Gemini 3.6 Flash & 3.5 Flash-Lite: Developer guide

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6 min read
AI 週報 — 2026-06-18 to 2026-06-26 | 晶片自研浪潮與開源生態攻守

AI 週報 — 2026-06-18 to 2026-06-26 | 晶片自研浪潮與開源生態攻守

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2 min read
Transport, Surface, Skin: Building MCP Plugins That Survive the Spec

Transport, Surface, Skin: Building MCP Plugins That Survive the Spec

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16 min read
Hey Dev.to, I'm Aman.

Hey Dev.to, I'm Aman.

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1 min read
Stop Wasting LLM Budgets: High-Performance Semantic Caching with Spring AI and pgvector

Stop Wasting LLM Budgets: High-Performance Semantic Caching with Spring AI and pgvector

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2 min read
Where Does RAG Actually Cost You Money? I Decided to Stop Guessing.

Debunks the myth that embeddings drive up bills

Where Does RAG Actually Cost You Money? I Decided to Stop Guessing.

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4 min read
Best AI Model for Unreal Engine in 2026? Kimi K3 vs Claude Opus 5 vs Qwen3.8

Best AI Model for Unreal Engine in 2026? Kimi K3 vs Claude Opus 5 vs Qwen3.8

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9 min read
Five receipts every AI agent run should leave behind

Five receipts every AI agent run should leave behind

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1 min read
Why Organizations Forget Even When Nothing Is Deleted

Why Organizations Forget Even When Nothing Is Deleted

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2 min read
How I Get GPT-5.5 Pro Code Review Free: $0 API Cost

How I Get GPT-5.5 Pro Code Review Free: $0 API Cost

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10 min read
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