The Largest LLM Benchmarking Suite: MEGAVERSE
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Now, Benchmarking extends over 81 languages and even 2 multimodal datasets A quick review of the research published by Microsoft’s Sunayana Sitaram. As the LLMs become more advanced and more comprehensive, …
This AI newsletter is all you need #75
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week saw the conclusion of the drama at OpenAI with the return of Sam Altman and Greg Brockman to OpenAI and the appointment …
The Evolution of GPT-4: Crafting Python Plotly Dashboards With Ease
Author(s): John Loewen, PhD Originally published on Towards AI. How much has GPT-4 improved at this task? Let’s find out!Dall-E 2 image: impressionist style of a dashboard with a global map and 2 charts A few months ago, I wrote a series …
Top Important Computer Vision Papers for the Week from 20/11 to 26/11
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research On a weekly basis, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision …
Top Important Computer Vision Papers for the Week from 20/11 to 26/11
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research On a weekly basis, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision …
How Does Polars .rolling Scale With The Number of Columns?
Author(s): Yousef Nami Originally published on Towards AI. A prelude to calculating Variograms using PolarsPhoto by Yiorgos from Unsplash. For some time, I’ve been reading about Variograms [1]. This is a visualization tool used in Geostatistics to see how a specific quantity …
Chat With Your PDF Using OpenAI Assistant API
Author(s): Youssef Hosni Originally published on Towards AI. Getting Started with OpenAI Assistant API The Assistants API allows you to build AI assistants within your own applications. An Assistant has instructions and can leverage models, tools, and knowledge to respond to user …
Why Hype Matters: Thinking Practically about AI
Author(s): Andrew Blance Originally published on Towards AI. This is ELIZA, a chatbot from the 60s. People got really excited about it. From Wikipedia. https://en.wikipedia.org/wiki/ELIZA In the 60s, Joseph Weizenbaum was interested in how humans might communicate with computers. What this resulted …
Understanding Data Lineage: From Source to Destination
Author(s): Muttineni Sai Rohith Originally published on Towards AI. I went to a restaurant yesterday, “Anthera.” After eating my fourth or fifth piece of pepper chicken, which, by the way, was delicious, I started to be amazed by our capability to digest …
RLHF Training Pipeline for LLMs Using Huggingface 🤗
Author(s): Marcello Politi Originally published on Towards AI. Learn how to develop your own domain-specific LLM with this Python hands-on guidePhoto by Jongsun Lee on Unsplash This blog post was written by Marcello Politi and Vijayasri Iyer. By now, everyone is talking …
MakeBlobs + Fictional Synthetic Data A New(ish) Use Case
Author(s): Adam Ross Nelson Originally published on Towards AI. Breathing new life into your projects (and your data science practice) with this lesser-known SkLearn module From the west edition of the Open Data Science Conference (ODSC), one of the “buzziest” panels was …
Top Important LLM Papers for the Week from 13/11 to 19/11
Author(s): Youssef Hosni Originally published on Towards AI. Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, it’s important for researchers and engineers to stay informed on the latest progress. This article summarizes some …
Top Important Computer Vision Papers for the Week from 13/11 to 19/11
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research On a weekly basis, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision …
CSV to PDF: Prompting GPT-4 For Automatic Data Viz Report Creation
Author(s): John Loewen, PhD Originally published on Towards AI. Visualize and generate data visual reports with no muss or fussDall-E 2 generated Image: Visual dashboard showing global literacy rates An awesome new capability of GPT-4 is the ability to create PDF files …
What is CRISP ML(Q) in Machine Learning
Author(s): Amit Chauhan Originally published on Towards AI. Project management methodologyPhoto by Kaleidico on Unsplash CRISP ML(Q) — CRoss Industry Standard Process for Machine learning with Quality Assurance, It comprises of 6 phases: Data and Business understandingData preparationModel building and TuningEvaluationModel DeploymentMonitoring …
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