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grohan

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Ctoc: Cloc, but for Claude Token Counts

grohan.co
1 points·by grohan·há 5 meses·1 comments

Compressed filesystems à la language models

grohan.co
67 points·by grohan·há 8 meses·14 comments

Technical Debt Is Entropy in Software

grohan.co
2 points·by grohan·há 2 anos·0 comments

Factorials and Fun with Vim

grohan.co
2 points·by grohan·há 3 anos·0 comments

comments

grohan
·há 5 meses·discuss
Here's a reverse engineer of the Claude token counter API as well as the model's vocabulary. Fast, offline, 96% accurate.
grohan
·há 8 meses·discuss
Bellard has trained various models, so it may not be the specific 169M parameter LLM, but his Transformer-based `nncp` is indeed #1 on the "Large Text Compression Benchmark" [1], which correctly accounts for both the total size of compressed enwik9 + decompresser size (zipped).

There is no unfair advantage here. This was also achieved in the 2019-2021 period; it feels safe to say that Bellard could have likely pushed the frontier far further with modern compute/techniques.

[1] https://www.mattmahoney.net/dc/text.html
grohan
·ano passado·discuss
They appear to have Python bindings which seems reasonable from an API / usability perspective? https://github.com/deepseek-ai/smallpond

In terms of fast FUSE - also my first question, appears to be`io_uring` + FUSE :)

https://github.com/deepseek-ai/3FS/blob/main/src/lib/api/Usr...
grohan
·há 2 anos·discuss
Impressive numbers. Does anyone have any read or anecdotes on how much a small/mid/large company loses from low quality of software/bad practices (or conversely profits from the opposite)?

Seems like a challenging metric to measure, but always been curious on what the numbers look like.