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Jun 19, 2024
Prompt pipelines
Learn how prompt pipelines orchestrate sequences of LLM events, automate data transformation, and enhance RAG workflows for enterprise AI applications.
Cobus Greyling
Cobus Greyling
Jun 16, 2024
Active prompting with chain-of-thought for large language models
Learn how Active Prompting with Chain-of-Thought optimizes LLMs using uncertainty estimation and human annotation to improve reasoning accuracy and reliability.
Cobus Greyling
Cobus Greyling
Jun 14, 2024
Teaching LLMs To say, “I don’t know”
Learn how teaching LLMs to say “I don’t know” improves trust and accuracy by reducing incorrect or misleading AI responses.
Cobus Greyling
Cobus Greyling
Jun 12, 2024
Improving text embeddings with LLM generated synthetic data
Improve text embeddings using LLM-generated synthetic data to enhance semantic accuracy, retrieval performance, and downstream AI tasks.
Cobus Greyling
Cobus Greyling
Jun 10, 2024
LLM performance over time & LLM task contamination
LLM Performance Over Time & Task Contamination
Cobus Greyling
Cobus Greyling
Jun 6, 2024
Data design for fine-tuning LLM long context windows
Data Design For Fine-Tuning LLM Long Context Windows Fine-Tune your LLM To fully utilise the available context window.
Cobus Greyling
Cobus Greyling
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