The measurements were performed in a python:3.12-slim (Python 3.12.15) Docker container, using CPU imports with four versions installed in separate venvs, along with small caches and the construction ...

When writing code in Python to maintain state, such as 'counting the number of times a function is called,' it is common to create a class or use closures (nonlocal) or global variables (global).

Thank you @ashm-dev for the detailed analysis and benchmarks, and @lazerg for the PR. @lazerg, the PR was created only 8 hours after the issue was opened. The issue author may still have been working ...

It seems that recent versions of Python have broken some of the material in this course. I'm not motivated to update it so the course is being archived and retired. Thanks for your support over the ...

A migration tool is available to help automate migration from the Assistants API to Agents. Foundry Agent Service provides an upgraded developer experience for building intelligent agents that are ...

Burmese pythons, one of the largest snakes in the world, are best known for the way they catch and eat their food. The snake uses its sharp rearward-pointing teeth to seize prey, and then coils its ...

A Foundry resource provides unified access to models, agents, and tools. This article explains which SDK and endpoint to use for your scenario. The Foundry SDK is a thin-client SDK that exposes all of ...

LoRA fine-tuning for XIR LLM (XHToken/Spark-X2.5-4B) with hardware that picks itself. QLoRA is bitsandbytes NF4, and bitsandbytes is CUDA-only — there is no TPU wheel, so QLoRA on a TPU v5e is not ...

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