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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Forum Posts

tmueller
by New Contributor III
  • 3560 Views
  • 4 replies
  • 6 kudos

Get mlflow to work with with custom Databricks docker container compute

We need conda for our python things, so i set up a Compute unit with a custom dockerfile. Now one of our ki engeniers tried to get mlflow working but it seems not connected to the mlflow of Databricks. How can i get mlflow in my container to work wit...

  • 3560 Views
  • 4 replies
  • 6 kudos
Latest Reply
Thijs
New Contributor III
  • 6 kudos

We have this same issues. Did you ever manage to solve this?

  • 6 kudos
3 More Replies
Dk_1802
by New Contributor III
  • 3180 Views
  • 2 replies
  • 2 kudos

Resolved! Alternatives for xg boost

Are there any alternatives for xg boost that work well with pyspark?

  • 3180 Views
  • 2 replies
  • 2 kudos
Latest Reply
Vinay_M_R
Databricks Employee
  • 2 kudos

Spark MLlib GBT: Spark MLlib, the machine learning library included with Apache Spark, provides its own implementation of gradient boosting trees (GBT). It offers similar functionality to XGBoost and can be used directly within PySpark ML pipelines w...

  • 2 kudos
1 More Replies
Icen
by New Contributor
  • 714 Views
  • 0 replies
  • 0 kudos

Data+AI summit Expo

It's a great experience here to learn all the fast moving pieces on both open/close source tools to speed up LLM usage in industry. Out of curiosity, any company already started with LLM agent with success? 

  • 714 Views
  • 0 replies
  • 0 kudos
NLo
by New Contributor II
  • 576 Views
  • 1 replies
  • 0 kudos

Mlflow

How to running time series validation with mlflow?

  • 576 Views
  • 1 replies
  • 0 kudos
Latest Reply
NLo
New Contributor II
  • 0 kudos

And is there a native package for time series test train split?

  • 0 kudos
RTX-ai
by New Contributor
  • 801 Views
  • 0 replies
  • 0 kudos

Protecting data leaks by using tools that shows network traffic

Tensorboard is a way to help see stats and debug.Is there an equivalent way where we can see network traffic from downloading LLM to submitting any data as we train our models?  Besides engaging our network security team, is there such a tool that we...

  • 801 Views
  • 0 replies
  • 0 kudos
Prabhaker
by New Contributor III
  • 1582 Views
  • 1 replies
  • 0 kudos

Resolved! Databricks Machine Learning

How do we migrate and host an existing Python model onto Databricks?

  • 1582 Views
  • 1 replies
  • 0 kudos
Latest Reply
Swifter
New Contributor III
  • 0 kudos

Use MLflow features like tracking and embed mlflow wrapper into your existing python script to log and register in the Databricks model registry.There are handful Mlflow Api available in the documentation.

  • 0 kudos
cloud712
by New Contributor
  • 1228 Views
  • 1 replies
  • 0 kudos

How to eval the accuracy/quality of a LLM?

extremely subjective (human responses on likert scale don't suffice and hard to quantify with one metric on accuracy). curious how others have approached this

  • 1228 Views
  • 1 replies
  • 0 kudos
Latest Reply
Hyunkee
New Contributor II
  • 0 kudos

There aren't exact metrics to evaluate how LLM is accurate right now. Just make test questions have a large coverage could be a tip. I expect many people will work on it!

  • 0 kudos

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