LLMs & Chatbots

Understanding the KV Cache in Large Language Models

The key-value cache serves as a fundamental optimization mechanism for large ...

Building Large Language Models From Scratch: A Techn...

Constructing large language models from the ground up provides the most direc...

The Evolution of Reasoning in Large Language Models

Large language models are transitioning from statistical pattern recognition ...

NVIDIA Unveils Revamped ChatRTX With Improved LLM Su...

NVIDIA Unveils Revamped ChatRTX With Improved LLM Support, Image Search & Spe...

AMD Ryzen AI CPUs & Radeon 7000 GPUs Can Run Localiz...

AMD Ryzen AI CPUs & Radeon 7000 GPUs Can Run Localized Chatbots Using LLMs Ju...

NVIDIA’s “Chat With RTX” Is A Localized AI Chatbot F...

NVIDIA’s “Chat With RTX” Is A Localized AI Chatbot For Windows PCs Powered By...

NVIDIA TensorRT-LLM Boosts Large Language Models Imm...

NVIDIA TensorRT-LLM Boosts Large Language Models Immensely, Up To 8x Gain on ...

Portable IBM PC With MS-DOS From 1984 Is Shown Runni...

Portable IBM PC With MS-DOS From 1984 Is Shown Running The ChatGPT Client

OpenAI debuts "o1" AI models, promising PhD-level re...

The first model in the "o1" series, named "o1-preview," is available in both ...

Evaluating LLMs is a minefield

Annotated slides from a recent talk

Reinforcement Learning From Human Feedback (RLHF) Fo...

Reinforcement Learning from Human Feedback (RLHF) has turned out to be the ke...

LLM For Structured Data

It is estimated that 80% to 90% of the data worldwide is unstructured. Howeve...

Strategies For Effective Prompt Engineering

When I first delved into machine learning, prompt engineering seemed like a n...

LLM Evaluation For Text Summarization

Text summarization is a prime use case of LLMs (Large Language Models). It ai...

Evolution and Comparison of GPT Models: Tracing Arch...

This article examines the developmental trajectory of GPT models, tracing the...