Weaviate Podcast XMC.dspy with Karel D'Oosterlinck - Weaviate Podcast #87!
11 snips
Feb 6, 2024 Karel D'Oosterlinck, creator of IReRa, discusses Extreme Multi-Label Classification, DSPy compilation, language models for large-scale classification, optimization process in DSPY, parsing techniques, model fine-tuning with bootstrapping examples, designing Infour retrieve rank, and using DS pi syntax for generating diverse outputs.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
Using Language Models for Large Scale Classification
02:11 • 5min
Optimization process in DSPY
07:39 • 24min
Prompts and Parsing Techniques for Language Models
31:10 • 13min
Using bootstrapping examples for model fine tuning
44:12 • 4min
Designing Infour retrieve rank
48:07 • 7min
Using DS pi syntax for generating diverse outputs
55:08 • 14min