Oct 1, 2024 · Model distillation involves fine-tuning smaller, cost-efficient models using outputs from more capable models, allowing them to match the performance of advanced models on specific tasks at a much lower cost.

19 hours ago · Overview of Distillation in Azure OpenAI Service. Azure OpenAI Service distillation involves three main components: Stored Completions: Easily generate datasets for distillation by capturing and storing input-output pairs from models like GPT-4o through our API. This allows you to build datasets with your production data for evaluating and fine ...

Nov 19, 2024 · We're excited to introduce our upcoming release of Model Distillation feature in Azure OpenAI Service. This feature provides developers with a seamless, integrated workflow to manage the entire distillation pipeline directly within the Azure OpenAI platform.

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Oct 8, 2024 · Learn how to distill LLMs with OpenAI's distillation tool. This tutorial provides a step-by-step guide using GPT-4o and GPT-4o-mini for generating Git commands.

Oct 16, 2024 · OpenAI recently released Distillation which allows to leverage the outputs of a (large) model to fine-tune another (smaller) model. This can significantly reduce the price and the latency for specific tasks as you move to a smaller model.

1 day ago · According to Stratechery author and tech analyst Ben Thompson, distillation is likely already being used by companies like OpenAI, Anthropic and Google to optimize their models and the process is ...

Oct 2, 2024 · We’re introducing a new Model Distillation workflow. Use outputs from larger models like GPT-4 or o1-preview to train smaller, cost-efficient models that deliver similar performance on specific tasks at a lower cost. This suite includes Stored Completions and Evals, now integrated directly in the OpenAI platform. Get started with our docs.

Nov 24, 2024 · Many of you are already performing distillation on your own, but it is complex. We’re introducing a new Model Distillation workflow. Use outputs from larger models like GPT-4 or o1-preview to train smaller, cost-efficient models that …