Sponsor of the Day:
Jerkmate
https://parlance-labs.com/education/rag/index.html
RAG – Parlance
Retrieval Augmented Generation
ragparlance
https://parlance-labs.com/education/fine_tuning_course/workshop_1.html
When and Why to Fine Tune an LLM – Parlance
This session introduces the course “Fine Tuning for Data Scientists and Software Engineers” and lays the theoretical groundwork for future sessions. It...
fine tunellmparlance
https://parlance-labs.com/
Parlance
parlance
https://parlance-labs.com/education/evals/ankur.html
LLM Eval For Text2SQL – Parlance
Ankur from Braintrust discusses the systematic evaluation and enhancement of text-to-SQL models. Highlighting key components like data preparation and scoring...
llmevaltext2sqlparlance
https://parlance-labs.com/education/rag/jason.html
Systematically improving RAG applications – Parlance
In this talk, we will teach you approaches that anybody can apply to improve their RAG applications.
rag applicationssystematicallyimprovingparlance
https://parlance-labs.com/education/rag/jo.html
Back to Basics for RAG – Parlance
Adding context-sensitive information to LLM prompts through retrieval is a popular technique to boost accuracy. This talk will cover the fundamentals of...
backbasicsragparlance
https://parlance-labs.com/index.html
Parlance
parlance
https://parlance-labs.com/education/index.html
Educational Resources – Parlance
Educational resources on LLMs
educational resourcesparlance
https://parlance-labs.com/education/fine_tuning/napkin_math.html
Napkin Math For Fine Tuning – Parlance
We will show you how to build intuition around training performance with a focus on GPU-poor fine-tuning.
napkin mathfine tuningparlance
https://parlance-labs.com/education/fine_tuning/pawel.html
Fine Tuning LLMs for Function Calling – Parlance
In this talk, we will go through the process and best practices of fine-tuning an LLM for function/tool use. We will discuss topics like data preparation,...
fine tuning llmsfunction callingparlance