kbumsik

> PEP 810: Explicit lazy imports for faster startup times

Yes lazy import! Finally!

Why own numbering instead of CVE?

So no multimodal support yet?

So the draft model's performance is directly linked to the overall speed. Thank you for the explanation!

By the way, can it be slower than without speculative decoding in worst case then?

> performance often degrades under different chat templates, long-context inputs, or out-of-distribution system prompts.

I heard that speculative decoding doesn't affect performance (I meant accuracy). Am I wrong about it?

Right? Even enterprise routers, e.g. Cisco, are not produced in USA.

We switched from Celery to Temporal. Temporal is such a great piece of distributed system.

> realistic written documents?

Just get a DEF 14A (Annual meeting) filing of a company from SEC EDGAR.

I have seen so many mistakes when looking at the result closely.

Here is a DEF 14A filing from Salseforce. You can print it to a PDF and then try converting.

https://www.sec.gov/Archives/edgar/data/1108524/000110852425...

Right, I wouldn't use full table detection to VLM model because they tend to mistake with numbers in table...

> My impression is that OCR is basically solved at this point.

Not really in practice to me. Especially they still struggle with Table format detection.

Well, that has nothing to do with JS itself though.

In case if you don't know, Auth.js is not a frontend-only framework. It uses a backend server to make it secure.

So it basically has no difference from the alternatives you mentioned.

It is really easy to tell the difference btw. You will always see "4" or "7" in the middle.

How does it compare to frp, one of the most popular Open Source Cloudflare Tunnel alternative?

https://github.com/fatedier/frp

Artificial Analysis is the only stable source. Don't look at others like HF Leaderboard.

https://artificialanalysis.ai/

Because gov infra also relies on CVE?

> it probably is an anomaly that this was government funded

Companies can definitely fund it. But to be fair the gov, including NIST, also relies on CVE.

Yup. aws-cli is not dedicated for file sync. It was strange that there is sync command when aws-cli is meant to be a wrapper for a single api calls at the beginning.

Use a tool that does one thing well like rclone.

It is not same as OP, but according to a similar o11y stack on top of Clickhouse, Signoz, Clickhouse based logging costs less than ELK for storage and performs better:

https://github.com/SigNoz/logs-benchmark

How is it different from Signoz, a complete observability stack (including Logs) built on top of Clickhouse?

Right. PoE will be fantastic.

As a homelab guy, the only thing I wish is multi-gig ethernet. (2.5gbe)

It was released around 4 years ago, when I worked at a civil engineering tech startup.

We had a lot of Cesium 3D tiles of construction sites, captured by drones. It was quite easy to place them to Unreal engine. Is was fun to place random things in the map and mess around it.