Unity ML-Agents | Pretrain an LLM from Scratch with Sentence Transformers | Part 20
0*Welcome back to our Tau LLM series! ๐*
In this episode, we're thrilled to share some major milestones and new challenges:
**Oproof Validation Success**: We've successfully completed 10 oproof passes on our dataset using the semaphor command. This resulted in 2214 messages validated across basic math, grammar, and spelling domains.
**Deduplication Process**: We'll be working on a deduplication process for generating embeddings via our `data load {filename}` command. This is our largest dataset yet, by a factor of 22, and we aim to ensure it runs smoothly without crashing our database.
**Enhanced Data Integrity**: Our focus will be on maintaining data integrity and optimizing our processes to handle large datasets efficiently.
Join us as we tackle these exciting challenges and continue to enhance our LLM with innovative tools and techniques. Whether you're a beginner or an experienced developer, this episode offers valuable insights into developing, testing, and refining an LLM.
Stay tuned and let's get started! ๐