AI/ML

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Enhancing Llama2’s proficiency in Python through supervised fine-tuning and low-rank adaptation techniques

This is the first in a series talking about Transformers. As of now, there are quite a few good resources on Transformers, so why make…

Contribute to Dicklesworthstone/llama_embeddings_fastapi_service development by creating an account on GitHub.

No original work here, just summarizing how astonishingly easy it is to install and run an LLM on your own computer using Simon Willison’s fantastic llm tool. Simon has been on an absolute te…

In a Jeopardy-style game at the annual Def Con hacking convention in Las Vegas, hackers tried to get chatbots from OpenAI, Google and Meta to create misinformation and share harmful content.

Generative artificial intelligence is an existential labor problem, writes Ethan Marcotte, the author of "You Deserve a Tech Union." The labor strike in Hollywood has broad implications for Silicon Valley and beyond.

With a Code Interpreter, ChatGPT can now write and execute Python code to automate complex data tasks and generate visualization.

Generative Model Programming. Contribute to normal-computing/outlines development by creating an account on GitHub.

The Age of Information has come to a brutal end—here's how it happened

With the popularity of Large Language Model, vector databases have also become a hot topic. With just a few lines of simple Python code, a vector database can act as a cheap but highly effective "external brain" for your LLM. But do we really need a specialized vector database?

“So much for CATPCHA then,” writes Richard Currie, commenting on the news that bots can now complete bot-warding challenges faster than meat people can. Tests designed to be easy for hu…

Some possible economic and geopolitical implications

An AI agent for book highlights with embeddings

Focus on prompting and generating. Contribute to lllyasviel/Fooocus development by creating an account on GitHub.

Drag & drop UI to build your customized LLM flow. Contribute to FlowiseAI/Flowise development by creating an account on GitHub.

In this blog, we provide a thorough analysis and a practical guide for fine-tuning. We examine the Llama-2 models under three real-world use cases, and show that fine-tuning yields significant accuracy improvements across the board (in some niche cases, better than GPT-4).

LLM plugin for running models using MLC. Contribute to simonw/llm-mlc development by creating an account on GitHub.

Created with DALL·E, an AI system by OpenAI

From fundraising more than $100 million to hemorrhaging top talent the firm that makes Stable Diffusion has had a heck of a year.