AI/ML

www.pydata.org https://docs.google.com/presentation/d/1u32brOjgg-G2MbMk3i3QULAl5v8by_VR42BET8DPPzU/edit?usp=drive_link In this workshop, we'll explore how LangChain, Chroma, Gradio, and Label Studio can be employed as tools for continuous improvement, specifically in building a Question-Answering (QA) system trained to answer questions about an open-source project using domain-specific knowledge from GitHub documentation. PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases. 00:00 Welcome! 00:10 Help us add time stamps or captions to this video! See the description for details. Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVideoTimestamps

In today's video I do some experimentation with the new GPT-4 Vision API and try to scrape information from web pages using it.GitHub: https://github.com/unc...

Convert PDF to markdown quickly with high accuracy - VikParuchuri/marker: Convert PDF to markdown quickly with high accuracy

Draw a picture (fast) with tldraw

Guide for fine-tuning Llama/CodeLlama models. Contribute to modal-labs/llm-finetuning development by creating an account on GitHub.

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Mozilla’s innovation group and Justine Tunney just released llamafile, and I think it’s now the single best way to get started running Large Language Models (think your own local copy …

Distribute and run LLMs with a single file. Contribute to Mozilla-Ocho/llamafile development by creating an account on GitHub.

ChatGPT is full of sensitive private information and spits out verbatim text from CNN, Goodreads, WordPress blogs, fandom wikis, Terms of Service agreements, Stack Overflow source code, Wikipedia pages, news blogs, random internet comments, and much more.

Inside every AI is a bigger AI, trying to get out

Description The llama.cpp project offers unique ways of utilizing cloud computing resources. Here we will demonstrate how to deploy a llama.cpp server on a AWS instance for serving quantum and full...

This talk sheds light on emerging attack techniques in AI applications such as Prompt Injections, a vulnerability at the very core of LLM Agents, Automated Tool Request Forgery, Data Exfiltration, and more.

LLM Chain querying a scientific Zotero library, with citations - Frost-group/The-Oracle-of-Zotero: LLM Chain querying a scientific Zotero library, with citations

Most prompts contain a combination of the following components: request, framing context, format specification, and one or more references to previous answers or external sources. There are also 3 types of unconventional prompts that do not follow this structure: "Can you do X," "Give me more," and filler prompts.

DALL·E image → GPT4 Vision → repeat

A neat thing about podcast appearances is that, thanks to Whisper transcriptions, I can often repurpose parts of them as written content for my blog. One of the areas Nikita …

Description

Key Takeaways We expanded our Sparse Fine-Tuning research results to include Llama 2. The results include 60% sparsity with INT8 quantization and no drop in accuracy. DeepSparse now supports accelerated inference of sparse-quantized Llama 2 models, with inference speeds 6-8x faster over the baseline at 60-80% sparsity. We used some interesting algorithmic techniques in order

The most advanced AI upscaler & enhancer. Magnific can hallucinate and reimagine as many details as you wish guided by your own prompt and parameters!

Raster to Vector Graphics Converter. Contribute to visioncortex/vtracer development by creating an account on GitHub.

The largest AI generated vector image library and AI vector art generator. Browse and download unlimited images for free or create your own with AI. SVGs and PNGs available for download. Prompt our specialized AI to generate a new unique image for your needs.

Ahead of OpenAI CEO Sam Altman’s four days in exile, several staff researchers wrote a letter to the board of directors warning of a powerful artificial intelligence discovery that they said could threaten humanity, two people familiar with the matter told Reuters.

We asked a group of writers to consider the forces that have shaped our lives in 2017. Here, science fiction writer Ted Chiang looks at capitalism, Silicon Valley, and its fear of superintelligent AI.

An ideology built on message boards is now struggling in the boardroom.

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models - yl4579/StyleTTS2: StyleTTS 2: Towards Human-Level Text-to-Speech ...

The world is racing to develop ever more sophisticated large language models while a small language model unfurls itself in my home.

Drop in a screenshot and convert it to clean HTML/Tailwind/JS code - abi/screenshot-to-code: Drop in a screenshot and convert it to clean HTML/Tailwind/JS code