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Practical articles on AI, DevOps, Cloud, Linux, and infrastructure engineering.
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••May 20, 2024
Deep Dive: LLM Gateway Design for Multi-Provider Inference
LLM Gateway Design for Multi-Provider Inference. Practical guidance for reliable, scalable platform operations.
KU
Kiril Urbonas
••February 13, 2024
Practical Guide: LLM Gateway Design for Multi-Provider Inference
LLM Gateway Design for Multi-Provider Inference. Practical guidance for reliable, scalable platform operations.
KU
Kiril Urbonas
••February 12, 2024
Fine-tuning Large Language Models: A Practical Guide
Learn how to fine-tune LLMs like Llama 2, Mistral, and GPT models for your specific use case. Includes LoRA, QLoRA, and full fine-tuning techniques.
KU
Kiril Urbonas
••January 1, 2024
Fine-tuning Llama 3 on Consumer Hardware
Optimization techniques like LoRA and 4-bit quantization to run state-of-the-art models locally.
KU
Kiril Urbonas