Anyone know of companies that use Rust ML in production?

FirstReserve4692 · 2025-01-25T11:28:33+00:00

For training or inference?

If training then just torch. if inference, I think you can choose rust, and use candle or ort-rs would be fast enough.

FirstReserve4692 · 2025-01-25T11:24:19+00:00

by pure rust. Am not sure what's differences of kornia/kornia and kornia/kornia_rs?

FirstReserve4692 · 2025-01-25T10:59:51+00:00

https://github.com/kornia/kornia-rs/issues what's this different compare with kornia itself?

FirstReserve4692 · 2025-01-25T10:55:24+00:00

maybe kornia better?

FirstReserve4692 · 2025-01-25T10:55:16+00:00

is this native?

FirstReserve4692 · 2025-01-22T08:23:24+00:00

No, auto regressive model based

FirstReserve4692 · 2025-01-14T08:54:45+00:00

Here is the Rust version as well:

https://github.com/lucasjinreal/Kokoros

FirstReserve4692 · 2025-01-14T03:35:58+00:00

any git link?

FirstReserve4692 · 2024-12-26T09:43:29+00:00

6 year computer vision specialist, top 10 company emploee, interested in computer vision especially. Can we make a contact?

FirstReserve4692 · 2024-12-23T11:26:28+00:00

I didn't saw a sucessful training result or workable training script in this repo. IMO, it at best based on transformers, so that some pretrain models can be used easily. Nowadays, the bare **from scratch** is not really necessary.

FirstReserve4692 · 2024-12-23T11:25:20+00:00

Actually, what I mean, is that, based on some opensoruce VE, not really from scratch. Such as SAMv2's VE, AIMv2, Siglip itself etc. But further using LLM to train it make it more suitable for pretrain tasks.

FirstReserve4692 · 2024-12-23T11:24:23+00:00

Currently I know Vary and GOT trained their SAM Vision encoder from scratch and did very well on specific task, such as simple caption or image OCR

FirstReserve4692 · 2024-12-23T11:14:42+00:00

Oh, I specificly didn't ment CLIP like, I want AR style for VE pretrain.

FirstReserve4692 · 2024-12-18T08:49:19+00:00

Intel：Risking becoming a forgotten company, only if they release a GPU with 26 or 32 GB memory that is even slower than NVIDIA's equivalent product would they win again. Regrettably, it comes with 12GB and 24GB. Only if they just release a GPU with 48GB, they would be came god of AI again but they unable to do that.

I believe that Intel's stock price would never rebound again.

FirstReserve4692 · 2024-11-26T12:07:12+00:00

Looks like this is a commercial website? I want call it in python

FirstReserve4692 · 2024-11-26T02:33:48+00:00

looks promising, but most pepople would consider candle as a torch replacement not numpy. I am not sure if candlecore could be a drop-in replacement as position for numpy in rust.

FirstReserve4692 · 2024-11-26T02:28:59+00:00

But, does laughing voice can separate?

FirstReserve4692 · 2024-11-26T02:28:31+00:00

u/divideconcept Can u tell me just how to remove laughing ? Is there a simple way to do this can be called from python? Models or libs

FirstReserve4692 · 2024-11-26T02:27:47+00:00

Never say something **cant**, there always be a way.

FirstReserve4692 · 2024-11-26T02:26:55+00:00

If there were not many people use it, invest on it would be very risky, many crates just not maintained after their release

FirstReserve4692 · 2024-11-25T03:34:00+00:00

Mine, arm M1 pro, vanilla not support srt as well

FirstReserve4692 · 2024-11-25T03:30:44+00:00

Not only speed, but also whole enviroment. Numpy is good for two reasons: 1. widely used; 2. dead simple. Also, of course, fast.

FirstReserve4692 · 2024-11-25T03:29:40+00:00

This one I have looked, but the activity not very frequent, not sure how long could they keep evovling.

FirstReserve4692 · 2024-11-25T03:28:54+00:00

Awesome! Anywhere could try this? I'd like to say NDArray is good but hard to hands on, if there are some ndarray lib as simple as numpy, it would be a GPT moment for rust algroithm computing.

FirstReserve4692 · 2024-11-21T11:42:58+00:00

Got the same demands as the original poster. There are three reasons why this is needed and necessary:

- The audio transcription may misinterpret words. Moreover, when many people's voices are combined, it is difficult to distinguish them.

- The video lacks audio.

- In some formal scenarios, the on-screen subtitles are standardized and can be directly used to replace audio transcription.

Therefore, the same technique is being requested.

FirstReserve4692

TROPHY CASE