DATA

SQL Question Answering Benchmarking Initiative Launch

By

–

15 August 2023 20h18

Benchmarking SQL Question Answering The next end-to-end application we'll be looking to add benchmarking for is questions over a SQL database Similarly to last time, we need your help!

SQL Benchmarking Performance Testing Announced

By

–

15 August 2023 19h11

well be doing sql benchmarking next 🙂

→ View original post on X — @tamaramccleary

Team Liquid Uses Analytics to Train Esports Athletes

By

@tamaramccleary

–

15 August 2023 19h10

Mike Milanov of @TeamLiquid reveals how they use #analytics to train their athletes who compete for millions of dollars. Join us on @SAP BTP #BetterTogetherStories as we discuss the intersection of #esports and digital innovation. https://
bit.ly/3AMqhe0 #DigitalTransformation

→ View original post on X — @huggingface

Object Detection Leaderboard: Compare Model Performance Across Datasets

By

@huggingface

–

15 August 2023 18h28

Excited to share our latest creation: the Object Detection Leaderboard Check it out: http://
huggingface.co/spaces/rafaelp
adilla/object_detection_leaderboard
… Compare performances of various models on different datasets and metrics. Got a model? Bring it over and see how it fares!

→ View original post on X — @miketamir

Topological Data Analysis: Superior Alternative to t-SNE and UMAP

By

@miketamir

–

15 August 2023 17h37

Why you should use Topological Data Analysis over t-SNE or UMAP? https://
bit.ly/3KyF7sN

Dataset Evaluation: Key Factor for AI Model Improvement

By

–

15 August 2023 17h31

"OpenAI said before that evaluating their dataset was one of the major factors for the huge jump from ChatGPT3.5 to 4. Let's do the same for our own applications!" @SimonNom1 expressed better than I could why we're focusing so much on end-to-end evaluations!

Benchmarking CSV Question Answering Systems with LangChain

By

–

15 August 2023 17h31

Full blog here: https://
blog.langchain.dev/benchmarking-q
uestion-answering-over-csv-data/
… And full code here: https://
github.com/langchain-ai/l
angchain-benchmarks
… Just benchmarking CSV question answering for now, but others up next

→ View original post on X — @dominodatalab

Efficient Fine-Tuning Techniques for Large Language Models

By

@dominodatalab

–

15 August 2023 17h08

Unlocking the potential of Generative AI! Dive into @DominoDataLab
's latest blog on efficient fine-tuning techniques for large language models like Falcon-7b & more. Cut costs, optimize resources, & boost innovation. https://
domino.buzz/3s8zZFu #ReadNow #DataScience #LLMs

Improving AI Agents for CSV Question-Answering Applications

By

–

15 August 2023 16h58

This started ~2 weeks ago, when I tweeted that we wanted to improve our chains/agents for doing question/answering over CSV data Why? Most QA applications focus on text data, but lots of real world data is in CSVs