Flipboard

JUNE 13, 2023

The auto-complete and auto-suggestions in Visual Studio Code are pretty good, too, without being annoying. ” I’ve found that GPT-4 can efficiently handle the mundane parts, allowing me to focus on the higher-level planning and prompt engineering to get the whole project up and running. ” Jonathan Wiggs.

Generative AI 181

Generative AI Auto-complete Software Engineer AI 181

Snorkel AI

JUNE 7, 2023

The session highlighted the “last mile” problem in AI applications and emphasized the importance of data-centric approaches in achieving production-level accuracy. In particular, he highlighted his company’s Demonstrate-Search-Predict framework which abstracts away aspects of using foundation models, such as prompt engineering.

Data Scientist 52

Data Scientist Large Language Models Machine Learning Data Science 52

Snorkel AI

JUNE 7, 2023

The session highlighted the “last mile” problem in AI applications and emphasized the importance of data-centric approaches in achieving production-level accuracy. In particular, he highlighted his company’s Demonstrate-Search-Predict framework which abstracts away aspects of using foundation models, such as prompt engineering.

Data Scientist 52

Data Scientist Large Language Models Machine Learning Data Science 52

Unite.AI

SEPTEMBER 4, 2023

Technical Deep Dive of Llama 2 For training the Llama 2 model; like its predecessors, it uses an auto-regressive transformer architecture , pre-trained on an extensive corpus of self-supervised data. This mechanism informed the Reward Models, which are then used to fine-tune the conversational AI model.

ChatGPT 290

ChatGPT Auto-complete Large Language Models LLM 290

Topbots

JUNE 29, 2023

On a more advanced stance, everyone who has done SQL query optimisation will know that many roads lead to the same result, and semantically equivalent queries might have completely different syntax. 3] provides a more complete survey of Text2SQL data augmentation techniques.

Algorithm 52

Algorithm Auto-complete Data Scientist Auto-classification 52