Archive - Text Generation

Enhancing Agents with Synthetic Interaction Data

Learn by interact

Mar 23 •

February 2025

Can Your LLM Earn $1M from Software Engineering?

OpenAI released SWE-Lancer, a real-world benchmark for coding models—complete with $1 million in actual freelance payouts up for grabs.

Feb 21 •

December 2024

Chain-of-Thought Prompting: Not the Universal Solution We Thought

CoT - where AI models explain their reasoning step by step - has become the default approach for complex AI tasks. But new research reveals it might not…

Dec 3, 2024 •

November 2024

Why Size Matters in LLMs?

How the Number of Parameters Influences LLM Performance

Nov 20, 2024 •

October 2024

Rerank for Better RAG

Methods to enhance relevance and diversity in your retrievals

Oct 30, 2024 •

Do We Have Enough Data to Train LLMs?

Training optimal Large Language Models

Oct 12, 2024 •

March 2024

A Language Model From 34 Years Ago

An overview of Statistical Language Models

Mar 24, 2024 •

January 2024

Optimize your RAG pt.1 - Data ingestion

Advanced data ingestion techniques for RAG

Jan 17, 2024 •

The Future of Generative AI in 2024

Autonomous agents, AI music, new hardware, and more. Our predictions for 2024.

Jan 3, 2024 •

December 2023

Not all LLMs are born to be chatbots

What is instruction fine-tuning

Dec 27, 2023 •

The End of RAG?

New architectures and models emerging

Dec 21, 2023 •

Is MoE the next frontier for LLMs? Mixtral 8x7b and Mixture of Experts

Is MoE the way forward for LLMs?

Dec 13, 2023 •

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