LLM Engineering
140 articles
LLM Engineering
BishopFox/llm-testing-findings: The Missing Standard for Documenting AI Security Vulnerabilities
LLM Engineering
LitGPT: The Zero-Abstraction Framework for Production LLM Training
LLM Engineering
getML: The C++ Engine That Makes Feature Engineering on Relational Data 1000x Faster
LLM Engineering
Weaponizing Machine Learning Models: How Pickle Deserialization Turns TensorFlow into a Trojan Horse
LLM Engineering
Inside GCG: The Gradient-Based Attack That Broke LLM Alignment
LLM Engineering
AutoRedTeam: Training Language Models to Attack Other Language Models
LLM Engineering
MiniHF: Building Domain-Specific Language Models Through Constitutional AI and Tree Search
LLM Engineering
Zep: Why Temporal Knowledge Graphs Beat Vector Databases for AI Agent Memory
LLM Engineering
Red-Teaming LLMs with Systematic Prompt Perturbation: Inside Fiddler Auditor
LLM Engineering
How Large Language Models Are Learning to Think in Graphs: A Research Taxonomy
LLM Engineering
Running Mixtral-8x7B on Consumer Hardware: Expert Offloading and Mixed Quantization
LLM Engineering
Mangio-RVC-Fork: When Voice Conversion Meets Ensemble Pitch Detection
LLM Engineering
Axolotl: The Config-Driven LLM Fine-Tuning Framework Racing Ahead of Research
LLM Engineering
LLM Sherpa: How Smart Chunking Fixes RAG's Biggest Problem
LLM Engineering
RepEng: Steering Language Models in Seconds Without Fine-Tuning
LLM Engineering
LLMFuzzer: Security Testing for the Application-LLM Boundary
LLM Engineering
Inside pallms: A Security Arsenal for Breaking LLM Guardrails
LLM Engineering
Guidance: Programming with LLMs Like They're Regular Expressions
LLM Engineering
SGLang: How RadixAttention and Prefix Caching Achieve 5x Faster LLM Inference
LLM Engineering
Medusa: Accelerating LLM Inference by Predicting Multiple Tokens in Parallel
LLM Engineering
mergekit: Combining LLMs Without Training by Operating in Weight Space
LLM Engineering
Building a Prompt Injection Firewall: Inside Vigil's Multi-Layer Defense System
LLM Engineering
How GPT-2 Leaks Its Training Data: A Deep Dive into Language Model Memorization
LLM Engineering