April 25, 2024 · 2 min read
Retrieval-Augmented Dual Instruction Tuning (RA-DIT)
Fine-Tuning for Better Retrieval-Augmented Generation
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February 19, 2024 · 2 min read
Spotting LLMs With Binoculars: Zero-Shot Detection Of Machine-Generated Text
Zero-shot detection of LLM generated content.
February 13, 2024 · 1 min read
Retrieval-Augmented Generation for Large Language Models: A Survey
Overview of the different RAG techniques.
January 29, 2024 · 2 min read
Matryoshka Representation Learning
Overview of OpenAI's New Truncatable - Matryoshka Embeddings
January 24, 2024 · 2 min read
A Simple Overview of the LLM Training Steps 🔡
A breakdown of the different training steps that go into creating a LLM.
January 20, 2024 · 2 min read
Using a 7B Model + RAG to Identify and Edit Word-level Hallucinations
Finetuning a 7B model to outperform GPT-4 for hallucination detection.