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.
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.
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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.
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.
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.
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