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Claude Opus 4.1 scores 74.5% on the SWE-bench Verified benchmark, indicating major improvements in real-world programming, bug detection, and agent-like problem solving.

I’ve always been very picky about the AI tools I use. When I find one that works well for me, I cling to it and obsessively ...

Deepspeed is a hard requirement because the entire training script is built around Deepspeed pipeline parallelism. However, it will work on Windows Subsystem for Linux, specifically WSL 2.