29 articles tagged with GPT.
Run retrieval-augmented generation at scale. Chunking, caching, and observability.
A field report from rolling out retrieval-augmented generation in production, including cache bugs, bad embeddings, and how we fixed them.
Copilots suggest, agents act. Here's the spectrum between them, where each earns its keep in DevOps, and how to add autonomy without lighting your infra on fire.
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.
I fine-tuned Llama 3 8B on a single 4090 over a weekend for a side project. Here's what worked, what cost more than expected, and what I'd do differently.
