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Nice work! I tried something similar a while back ago: https://github.com/kevmo314/tokie https://github.com/kevmo314/tokie The takeaway I also found was that t

Nice work! I tried something similar a while back ago: https://github.com/kevmo314/tokie https://github.com/kevmo314/tokie The takeaway I also found was that the running cost was really dominated by pretokenization (the regex). It's cool to see that you found a faster way to run the regex, but have you tried comparing the performance of just swapping out the regex engine and leaving the actual BPE to tiktoken? I wonder if that is upstreamable?

22c 1y ago
There is at least some awareness already when it comes to the performance of the regex engine: https://github.com/openai/tiktoken/blob/main/src/lib.rs#L95-L110 https://github.com/openai/tiktoken/blob/main/src/lib.rs#L95-...
matthewolfe 1y ago
Cool! I've reached out to the guy who maintains Tiktoken to talk about this.