Viewing profile — anonymoushn

I couldn't reproduce this behavior with Sonnet 4, and Sonnet 3.7 has been deprecated since I messed with this stuff. You can try tokenizing the string " " I think the correct token…

That's " 'd ".strip(), an english contraction suffix. it's 1 token, but using this echo approach you will be served the apostrophe and the subsequent letter for the first time in d…

You can't reliably obtain correct token boundaries with this method. For example, "'d" is 1 token, but the API will return "d" stuck to the next token. Weirdly this seems to be spe…

their old tokenizer performed some space collapsing that allowed them to use the same token id for a word with and without the leading space (in cases where the context usually imp…

Is this the wrong URL? this seems to be a blog post from October 2025 called "Introducing: Local Browser AI"

How do you guys decide which settings should be configurable via environment variables but not settings files and which settings should be configurable via settings files but not e…

> On of our product principles is to avoid changing settings on users' behalf Ideally there wouldn't be silent changes that greatly reduce the utility of the user's session files u…

Oh, can you post some benchmarks? I didn't know that parser throughput per core would change with the amount of data like that.

why

are those tools known for their fast json parsers?

ideally users could be banned for posting LLM outputs as if they were authored by humans https://www.pangram.com/history/49335ddf-118d-43e4-9340-a58a...

Hello, the part about canonical filtering in https://openreview.net/pdf?id=DFybOGeGDS doesn't seem to try to account for pretokenization. For example, if you receive " 天天中彩票APP" in…

use claude code if you want to use opus

what does "logprobs look off" mean

Hello, a couple years ago I participated in a contest to count word frequencies and generate a sorted histogram. There's a cool post about it featuring a video discussing the trick…

requires fully deterministic inference, which turns out to be unusual, but for this sort of thing it's probably fine if you do really slow inference on cpu. cool idea.

please write your own posts from now on

i love stemming, i love searching for "anime" and getting "animal"

so sad to hear that about Streaming SIMD Extensions

This is true economically but in reality if you have much larger cost savings than that for sale then these companies mostly say "we would be happy to buy that for $0 while we pay …

If they had, they would know that it involves many weeks of arguing with support, of course

The framing in this post is really weird. Automated evals can be much more informative than unit tests because the results can be much more fine grained. A/B testing in production …

it is frustrating that the post opens by describing latency and then saying that it is called throughput.

fwiw i thought the previous async based on whole-program analysis and transformation to stackless coroutines was pretty sweet, and similar sorts of features ship in rust and C++ as…

Arrays of length 0 also exist in json?