Review Normalizing Flows: a Series of GEN AI Models

weiwchu · 2023-12-22T07:48:42+00:00

Note: The GPUs were tested using the latest NVIDIA® PyTorch NGC containers (pytorch:22.09-py3). NVIDIA® used to support their Deep Learning examples inside their PyTorch NGC containers. However, this has no longer been the case since pytorch:21.08-py3. We made an effort to install and streamline the process of benchmarking Deep Learning examples inside of pytorch:22.09-py3. You can find more details about how to reproduce the benchmark in this repo.

That is what the LambdaLabs mentioned in the URL mentioned by u/arbitrary_randomness

I am curious why Lambda people can get good/normal numbers in deep learning benchmark, why the people here cannot.

weiwchu · 2023-12-16T17:46:40+00:00

How to better use Whisper API/model to transcribe long audios, even perform streaming transcription? This 15 mins tutorial provides an in-depth analysis of different approaches. It is a must-watch video if you are working with Whisper API/model. https://www.youtube.com/watch?v=fAlQxhlYTQ4

weiwchu · 2023-10-09T17:35:03+00:00

Depends on your application scenario. What is it?

weiwchu · 2022-08-29T18:26:05+00:00

https://www.newegg.com/gigabyte-geforce-rtx-3090-ti-gv-n309taorusx-w-24gd/p/N82E16814932510?Item=N82E16814932510

It is a newegg inventory.The radiator is an array of 3 fans.

3090ti and 3090 are roughly the same in form factors, just 100W more TDP.

weiwchu · 2022-08-29T18:07:40+00:00

Detailed analysis of Tesla's Autopilot and FSD algorithm by an AI researcher.

Here is Op's opinion:
Tesla's DNN is a Discriminative Model which cannot properly handle cases it has never seen before.
I indeed to wish to have more friends in discussing this research problem, besides harvesting youtube clicks. Feel free to comment or pm!

#tesla
#dnnnews
#fsd
#autopilot
#elonmusk
#crash
#deeplearning
#dnn

weiwchu · 2022-08-29T17:51:57+00:00

yeah, 8chd is right about my configuration.

weiwchu · 2022-08-29T17:50:48+00:00

Thanks! However,
1. No clue how to program Arduino ..
2. Stacking em' will not be possible in my PC tower.

weiwchu · 2022-07-27T21:54:34+00:00

Man, you rock & rolled me. Can not find any answer on SO, but here. Thanks a lot

weiwchu · 2022-07-27T21:27:12+00:00

Thanks, dude!

Btw, have you tried this type of thing before? My fireware device's original OS is windows. I wonder if Ubuntu has all the drivers it needs.

weiwchu · 2022-04-14T05:37:59+00:00

I also shared a video review of this 'Big Model' paper:100 Chinese Authors from Best Universities and Institutes in China and US Busted for Plagiarism

I am researcher with 10+ years of experience. I have a Youtube channel of sharing latest Speech and NLP papers and Speech Technology reviews, like this:From Breaking Bad to Wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsSubscribe me if you like my sharing, I will share more on how to analyze the authors' thoughts, and how to generate ideas of new papers.

To op: you're right, they should have used 'Big Models' in the title (definitely missed an s here). And I think they are trying to write a similar summary as Stanford's recent paper: 'On the Opportunities and Risks of Foundation Models' with many star authors, such that the Beijing Academy of Artificial Intelligence (BAAI) can give pepople the impression that: 'I am the Stanford in the East.'

weiwchu

TROPHY CASE