LLM Engineering
106 articles
LLM Engineering
ModelScan: Static Analysis for ML Model Security Attacks
LLM Engineering
Control Your LLM's Personality in Under 60 Seconds with Representation Engineering
LLM Engineering
Inside Transformer Debugger: How OpenAI's Superalignment Team Traces Neural Circuits
LLM Engineering
GPT-LLM-Trainer: Fine-Tuning Models With Nothing But a Text Prompt
LLM Engineering
Training LLMs to Think and Search: Inside Search-R1's Reinforcement Learning Pipeline
LLM Engineering
Zep's Temporal Knowledge Graphs: Why Your AI Agent Needs to Remember When Facts Change
LLM Engineering
Inside Microsoft's LMOps: Research-Grade Techniques for Optimizing LLM Prompts and Inference
LLM Engineering
Breaking AI Safety: How GCG Generates Universal Jailbreaks for Aligned Language Models
LLM Engineering
The LLM Engineer's Handbook: A Taxonomy of Production AI Tooling You Didn't Know You Needed
LLM Engineering
Building Production LLM Systems: A Deep Dive into the LLM Engineer's Handbook Repository
LLM Engineering
AgentOps: The Missing Observability Layer for Production AI Agents
LLM Engineering
MosaicML Composer: PyTorch Training That Scales From 1 to 512 GPUs Without Rewriting Code
LLM Engineering
OpenVLA: Training Robot Policies by Treating Actions as Language Tokens
LLM Engineering
Tree of Thoughts: Teaching LLMs to Backtrack Through Reasoning Paths
LLM Engineering
LaVague: Building Production Web Agents with Large Action Models
LLM Engineering
Guardrails AI: Building Production-Safe LLM Applications with Composable Validators
LLM Engineering
Mergekit: Combining LLMs Without Training by Operating in Weight Space
LLM Engineering
DeepEval: Building Pytest for the LLM Era
LLM Engineering
Inside Hugging Face Tokenizers: How Rust Powers the Fastest NLP Preprocessing Library
LLM Engineering
LLM: The Swiss Army Knife for Language Models on the Command Line
LLM Engineering
Axolotl: The Production LLM Fine-Tuning Framework You Didn't Know You Needed
LLM Engineering
Chainlit: The Decorator-Driven Framework That Turns Python Scripts Into Production Chat UIs
LLM Engineering
HunyuanVideo: Tencent's Open-Source Answer to Commercial Video Generation
LLM Engineering