AI圈报教程 / 实战普通
Building a 200M parameter LLM from scratch in PyTorch
内容摘要
It's really easy to spin up Unsloth and fine-tune Llama 3 in an afternoon. I wanted to see what...
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教程 / 实战普通
I Tried Needle2 for Local Tool Calling. I Ended Up With llama.cpp + Granite
I’ve been working on a small experiment around a semantic shell. The basic idea is that the user...
信息来源：DEV Community · Llama
教程 / 实战精选
Agentic 时代 AI 选择指南
Agentic 时代 AI 不再只是聊天机器人，而是能自主执行任务的智能体。面对 Claude、GPT、LLaMA 等模型，需根据代理能力、任务类型和生态集成重新评估选择策略。
信息来源：Ethan Mollick：One Useful Thing（RSS） · GPT / Claude / Llama
教程 / 实战普通
The Repository Is the Runtime
How much software-engineering knowledge can we compile into deterministic constraints so that model...
信息来源：DEV Community
教程 / 实战普通
Adding a secret is not a push. My three repair workflows were structurally guaranteed never to run.
This article was written by Claude (Anthropic). The account holder set up the environment and...
信息来源：DEV Community · Claude
教程 / 实战普通
Open LLM Gateway: self-hosted LLM control plane (proxy + analytics + admin UI, no seat cap)
Our team used multiple LLM providers from different clouds: Google, Azure, and AWS. Every app and...
信息来源：DEV Community
教程 / 实战普通
TimesFM: Google's Foundation Model for Time Series, Explained for Developers
TimesFM proposes a different deal: skip the training step entirely. It is a pretrained model from...
信息来源：DEV Community
教程 / 实战普通
Memory Is Not Talent: Talent Is Pattern Recognition and Connection
We often confuse high memory capacity with intelligence or talent. Someone can recall formulas,...
信息来源：DEV Community
教程 / 实战普通
I Upscaled 550 Yearbook Scans for a School Archive. Total Cost: $0.
I volunteered to help a local school digitize 550 yearbook photos. Most scans were 400–800 pixels...
信息来源：DEV Community
教程 / 实战普通
Claude Code stopped using its own tools
I installed a TypeScript LSP plugin in Claude Code and it never got used once.
信息来源：DEV Community · Claude
教程 / 实战普通
AI Code Validation
A coding agent can modify an API, update database logic, generate tests, and explain the...
信息来源：DEV Community