#LLM library
909 related articles
Tutorials·3 min
Building an iNaturalist Observation Display Tool with a Phone + Claude Code: A Practical Walkthrough
Simon Willison built an iNaturalist observation tool using his phone and Claude Code while camping, leveraging Git Scraping + GitHub Actions for a zero-server architecture.
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Product Reviews·3 min
Unsloth: The Best Open-Source Tool for Local LLM Fine-Tuning (2025 Guide)
Unsloth is an open-source LLM training tool with 63K GitHub stars. Fine-tune Gemma 4, Qwen3, DeepSeek locally with 50% less VRAM and 2-5x faster training speed via Web UI.
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Product Reviews·5 min
Hugging Face Transformers: Core Architecture & Practical Guide for the 160K-Star AI Framework
Comprehensive guide to Hugging Face Transformers: pipeline API for 3-line model execution, Hub ecosystem with 800K+ models, Trainer toolchain, and multimodal support. Master this 160K-Star AI framework.
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Deep Dives·3 min
LLM 0.32 Refactoring Deep Dive: Message Sequence Input and Streaming Multi-Type Response Design
Deep dive into Simon Willison's LLM 0.32a0 refactoring: message sequence inputs, streaming typed events, tool calling loops, and serialization for modern multimodal LLM scenarios.
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Tutorials·3 min
Deep Dive into MYLLM: One Developer's Journey Through the Full LLM Tech Stack with a 0.5B Model
Deep dive into MYLLM, an open-source project using Qwen2.5-0.5B to cover full-stack LLM techniques including training, LoRA, SFT, distillation, RLHF, multimodal, and Agent.
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Deep Dives·1 min
What Is LangChain? A Deep Dive into the 135K-Star Agent Engineering Platform
A deep dive into LangChain: the 135K-star open-source agent engineering platform. Covers core features, ecosystem (LangGraph, LangSmith), LLM support, and honest developer takes.
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Deep Dives·3 min
LLM 0.32a0 Major Refactor Analysis: How a Backward-Compatible Architecture Upgrade Tackles the Multimodal and Tool-Calling Era
Deep analysis of Simon Willison's LLM Python library 0.32a0 alpha: message sequences, streaming typed parts, tool calling, and the design philosophy behind backward-compatible refactoring.
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Tech Frontiers·1 min
llm 0.32a1 Released: Fixes Tool-Calling Conversation Restoration Bug, Rapid Alpha Iteration Continues
The llm CLI tool releases version 0.32a1, fixing a critical bug where tool-calling conversations couldn't be properly restored from the SQLite database.
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Tutorials·2 min
Ollama Local LLM Deployment Guide: The 170K-Star Open Source Tool That Runs DeepSeek, Qwen, Kimi, and More
Ollama is a 170K-star open source tool for local LLM deployment. Run DeepSeek, Qwen, Kimi-K2.5, GLM-5 and more with one command. Learn its advantages and setup.
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