Відео

I really enjoyed the information.... I would like to try that with a floor plan of a building... is that is possible ?

Wow, really cool!

Thanks Dean for the opportunity to chat! I'm curious to hear from everyone: What are some situations where you think traditional machine learning might outperform LLMs? Looking forward to your thoughts!

Can anyone share the notebook ?? Please..

It’s a long time er are not working together

i think you guy really mean chat history : we could convicne the bot to speak a special way but when the system researts it has no memeory ... like ultrahal and the rag system .. we dont really need it as we need to update the model with the ltest information ... hence a single epoch ... with the chat history json and then cleaning it up and only keeping profile data local ... netflix is a data tool so it has transactional data and historical data and some profile data ... hence this data needs to be saved it can be saved with time and datestamps for easy recal! << the prompt is vital for saving information as this is also how it will be recalled ... so you need to be specific with the chat history update and tell it to remember this for later use! and fine tune it in !: the rag is a training device : so the transactions that occur are important to udate the model with as it shows an example of completing a task... with mistakes so it knows the chain of thoughts for these tasks and the problems to solve ithin : hence when being requested this will occur internally: the model can do nearly anything as long as you give it training data : and enough examples framed oin the correct way : even by saving brain storming sessions and discussions the modle learns how to reason out a task : hence we are building data up with your rags as when the model learns it will no longer need the rag and we will be only updating the model !!! as usual

the git with DVC repo being shared, and the experiments on mlflow going to a shared host - then all the team needs is access to that host. Pls, correct im wrong - new to MLops and dont see how Dags is necessary here. Thank you

The dafault endpoint is " localhost:5000/invocations ". What if the model is registerd on a remote server like dagshub, what will be the end point then?

you are building mlflow model build-docker to create container but where is the rest api code? how can i customise the interface for user?

where did your terminal came from? is it in your laptop? or is it in dagshub? do i pull the repo in my pc and then run the terminal?

In the conda env why you only used mlflowm pillow and tf, is the because register_pyfunc were using them, but register_pyfunc was also using io, and base64?

you are using dvc command why? is there any detailed tutorial for that?

👍👍👍

Gpt: generative pretrained transformer

Can you please re explain "No free infrastructure as code tools"? It sounds like a trap

Thank you so much for sharing this with us on UA-cam

It would be good if there was a comparison with Huggingface.

Jason got on my radar about a week ago. Brilliant stuff.

why on earth would label studio be triggering model re-training?

Thank you for making this video. Is the directory the name of your project on Dagshug or it could be any folder on desktop?

How to import annotated image into label studio? Please make a video

Promo SM

Superb Work

👌🏿

Teally great content. But almost impossible to follow along with that audio. Please consider redoing with quality audio. Cheers

Already dead

Can Wombo Dream creat comic strips to?

she did a damn great job.Really a lot hands own experience need for this kind of confidence

Democratization AI. Keep this good work thank you for bringing this, can't thank enough :)

there is no access to notebook link

HELP

Love it. Julia and these guys deserve so much more positive attention.

Really great video, thanks so much

If you give one practical session on this is more helpful

thanks amazing podcast, enjoy a lot!

How was the data labeled? Were each of the 12 images annotated with respective prompt-text? or it is fully un-supervised that takes in only images and chat-get generated text?

I am facing error while installing dvc......its showing permission denied☹

Dude video is nice and all but the audio kills it completly. A mic is like 20 bucks and it would be a world changer not only in videos but also for when you are in calls.

How can we label Roby like text ? We try to label Roby text. However, text area could not accept roby base and roby text

Very interesting conversation. Thanks

That's really cool!!

But why Paypal have so many false positive and false negative, if they started that early in ML.

Great conversation guys!

2 Fantastic people in one video! 😍

Interesting podcast!

👉Work tirelessly to be as lazy as possible.

thanks

Interesting! thank you for everything. How can we annotate manuscripts that contains ruby text (ruby, ruby base,) using label studio and DagsHub? we have a challenge to write a transcriptions of ruby text.

Excellent show! Thank you for sharing

Thanks again for having me! This was so much fun to do.