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Would love if you could take sometime to share your experience with the MLflow team.
In the past year, MLflow has released multiple features notably MLflow evaluate, Prompt UI, MLflow datasets, new chart experience, and more, and the MLflow product team would love to hear your thoughts on some of the new features and how you envision MLflow growing to meet your needs, especially with Deep Learning or LLMs.
The survey would take 3-5 mins of your time and would greatly help the MLflow team in designing the next chapter of the product.
I have just recently started using MLFLow for Prompt Engineering and interacting with the gateway through a notebook has been really seamless. One feature in the Prompt UI I'd like to see (or perhaps don't understand) is that when you add a new row to or duplicate a run it automatically populates the variables for you. I only want to change one of the variables of the three for a new run, but currently I have to copy and paste all of them from outside the UI.
Please improve the responsiveness of the web UI! Performance issues were raised several times in the past (#627, #925, #1517, #1571, #1763, #1902, #3334, #4034, #4305, #4454, #5653) and are still not fixed. It only takes a few hundreds runs to bring the web UI to its knees. At this point I am barely able to browse the results of a single hyperparameter search, and I need to start looking for alternative products.
Would love if you could take sometime to share your experience with the MLflow team.
In the past year, MLflow has released multiple features notably MLflow evaluate, Prompt UI, MLflow datasets, new chart experience, and more, and the MLflow product team would love to hear your thoughts on some of the new features and how you envision MLflow growing to meet your needs, especially with Deep Learning or LLMs.
The survey would take 3-5 mins of your time and would greatly help the MLflow team in designing the next chapter of the product.
Fill out the survey HERE
Feel free to add more feedback in the comments below
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