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Re:GigaToken: ~1000x faster Language model tokenization by janalsncm on Wednesday July 22, 2026 @02:37PM (#49011390)
If you are training an LLM, you need to tokenize the text before it’s trained on. A lot of time this can be done in parallel with the GPU though.

I have spent way too much time waiting 10-15 minutes tokenizing my training dataset only for the run to crash over some minor bug after that. (If I was smarter, I’d test on a smaller batch first.)

Re:GigaToken: ~1000x faster Language model tokenization by antonvs on Thursday July 23, 2026 @01:57AM (#49017436)
> … only for the run to crash over some minor bug after that

Ah, Python.

Re:GigaToken: ~1000x faster Language model tokenization by janalsncm on Thursday July 23, 2026 @04:47AM (#49018612)
An example would be setting batch size too high causing OOM which isn’t really a python problem.