Technical Reference
LLM Optimization Library
Technical reference for inference optimization techniques. Reduce VRAM, increase throughput, and deploy efficiently.
Categories
📊
Quantization
Reduce model precision to save VRAM and increase throughput
5 techniques
⚡
Attention Mechanisms
Efficient attention implementations for faster inference
4 techniques
💾
KV-Cache Optimization
Techniques to reduce memory footprint of key-value caches
3 techniques
📦
Batching Strategies
Maximize throughput with intelligent request batching
3 techniques
🧠
Memory Management
Distribute and offload model weights across devices
3 techniques
🛠️
Inference Frameworks
Production-ready frameworks for LLM deployment
4 techniques