I'm currently chipping away at DSC, a tensor library I wrote from scratch to play with large language models. Last week I re-wrote flash attention from scratch in CUDA and was able to get good perf.
[1]: https://github.com/nirw4nna/dsc
[2]: https://x.com/nirw4nna/status/1968812772944126329