LLaMA 2: How to access and use Meta’s versatile open-source chatbot right n
A comprehensive guide on how to use Meta's LLaMA 2, the new open-source AI model challenging OpenAI's ChatGPT and Google's Bard.
llms
The Balancing Act Of Training Generative AI
We learn a lot of lessons from the hyperscalers and HPC centers of the world, and one of them is that those who control their own software control their
Beyond LLaMA: The Power of Open LLMs
How LLaMA is making open-source cool again
Edge 309: What is Active Prompting?
Understanding one of the most effective techniques to improve the effectiveness of prompts in LLM applications.
Facebook parent Meta unveils LLaMA 2 open-source AI model for commercial us
Not only has LLaMA been trained on more data, with more parameters, the model also performs better than its predecessor, according to Meta.
MosaicML launches MPT-7B-8K, a 7B-parameter open-source LLM with 8k context
MosaicML claims that the MPT-7B-8K LLM exhibits exceptional proficiency in summarization and answering tasks compared to previous models.
The $1 billion gamble to ensure AI doesn’t destroy humanity
The founders of Anthropic quit OpenAI to make a safe AI company. It’s easier said than done.
The ultimate Midjourney video generation guide
Midjourney now offers the ability to manifest the evolution of your AI-generated images into a concise Midjourney video. This captivating
Where to look for the best Midjourney images?
Do you want to generate Midjourney images, but don't you know what to do and what you can do exactly
Unraveling the Power of Chain-of-Thought Prompting in Large Language Models
This article delves into the concept of Chain-of-Thought (CoT) prompting, a technique that enhances the reasoning capabilities of large language models (LLMs). It discusses the principles behind CoT prompting, its application, and its impact on the performance of LLMs.
GitHub - Mooler0410/LLMsPracticalGuide: A curated list of practical guide r
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) - Mooler0410/LLMsPracticalGuide
10 Tools for ChatGPT Prompt Ideas - Practical Ecommerce
An effective prompt is the first step in benefitting from ChatGPT. That's the challenge — an effective prompt.
ChatGPT Prompts: A Guide for Developers ??
In this article, we will demonstrate how to use different prompts to ask ChatGPT for help and make...
Falcon LLM: The New King of Open-Source LLMs
Falcon LLM, is the new large language model that has taken the crown from LLaMA.
Introduction to the Open LLM Falcon-40B: Performance, Training Data, and Ar
Get started using Falcon-7B, Falcon-40B, and their instruct versions
Meet FinGPT: An Open-Source Financial Large Language Model (LLMs)
Large language models have increased due to the ongoing development and advancement of artificial intelligence, which has profoundly impacted the state of natural language processing in various fields. The potential use of these models in the financial sector has sparked intense…
LMM Garden | Discover, search, and compare LLMs
Welcome to the LMM garden! A searchable list of open-source and off-the-shelf LLMs available to ML practitioners. Know of a new LLM? Add it
iryna-kondr/scikit-llm
Seamlessly integrate LLMs into scikit-learn.
The Case for Running AI on CPUs Isn’t Dead Yet
GPUs may dominate, but CPUs could be perfect for smaller AI models
Re-implementing LangChain in 100 lines of code
LangChain has become a tremendously popular toolkit for building a wide range of LLM-powered applications, including chat, Q&A and document search. In this blogpost I re-implement some of the novel LangChain functionality as a learning exercise, looking at the low-level prompts…
The Art of Prompt Design: Use Clear Syntax
Explore how clear syntax can enable you to communicate intent to language models, and also help ensure that outputs are easy to parse
ChatGPT Prompts for Text Analysis
ChatGPT can generate usable content. But it can also analyze existing content — articles, descriptions — and suggest improvements for SEO and social media.
The Art of Prompt Design: Prompt Boundaries and Token Healing
Learn how standard greedy tokenization introduces a subtle and powerful bias that can have all kinds of unintended consequences.
The Emerging Art of Prompt Engineering
Our weekly selection of must-read Editors’ Picks and original features
WTF is prompt engineering?
Prompt engineering is an emerging skill and one companies are looking to hire for as they employ more AI tools. And yet dedicated prompt engineering roles may be somewhat short-lived as workforces become more proficient in using the tools.
Prompt Engineering Guide – Nextra
A Comprehensive Overview of Prompt Engineering
Sonali Pattnaik on LinkedIn: #generativeai #ai | 45 comments
AI companies are using LangChain to supercharge their LLM apps. Here is a comprehensive guide of resources to build your LangChain + LLM journey. 🔗 What is… | 45 comments on LinkedIn
LangChain AI Handbook
The handbook to the LangChain library for building applications around generative AI and large language models (LLMs).
ChatGPT Is Already Obsolete
The next generation of AI is leaving behind the viral chatbot.
The Non-Silence of the LLMs
AI is getting very chatty! Here’s a visualisation charting the rise of Large Language Models like GPT4, LaMDA, LLaMa, PaLM and their bots...
Super Bard: The AI That Can Do It All and Better
A new AI Bard powered by PaLM V2 that can write, translate, and code better than ChatGPT.
I asked ChatGPT to contest my parking ticket. What followed was a thing of
On Tuesday, the result arrived via email: “NOT GUILTY.”
Edge 291: Reinforcement Learning with Human Feedback
1) Reinforcement Learning with Human Feedback(RLHF) 2) The RLHF paper, 3) The transformer reinforcement learning framework.
Google dives into the ‘supercomputer’ game by knitting together purpose-bui
Google's new machines combine Nvidia H100 GPUs with Google’s high-speed interconnections for AI tasks like training very large language models.
Google’s ChatGPT-killer is now open to everyone, packing new features
More languages, image inputs, and extension support among Bard features at I/O ’23.
Distilling Step-by-Step! Outperforming Larger Language Models with...
Deploying large language models (LLMs) is challenging because they are memory inefficient and compute-intensive for practical applications. In reaction, researchers train smaller task-specific...
SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot
We show for the first time that large-scale generative pretrained transformer (GPT) family models can be pruned to at least 50% sparsity in one-shot, without any retraining, at minimal loss of...
openlm-research/open_llama: OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama…
OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset - openlm-research/open_llama
guidance-ai/guidance: A guidance language for controlling large language models.
A guidance language for controlling large language models. - guidance-ai/guidance
Why Chatbots Are Not the Future of Interfaces
How to Use the ChatGPT API
Use the power of ChatGPT from within your own apps using OpenAI’s API and this guide.
ChatPDF – Chat with Any PDF | Hacker News
Blog | Anyscale
Anyscale is the leading AI application platform. With Anyscale, developers can build, run and scale AI applications instantly.
Parameter-Efficient LLM Finetuning With Low-Rank Adaptation (LoRA)
In the rapidly evolving field of AI, using large language models in an efficient and effective manner is becoming more and more important. In this article, y...
Edge 286: Vicuna, the LLaMA-Based Model that Matches ChatGPT Performance
Created by researchers from UC Berkeley, CMU, Stanford, and UC San Diego, Vicuna is part of the new wave of models that use Meta's LLaMA as its foundation.
Building a Question Answering PDF Chatbot
LangChain + OpenAI + Panel + HuggingFace
Grounding Large Language Models in a Cognitive Foundation: How to Build Som
Many intelligent robots have come and gone, failing to become a commercial success. We’ve lost Aibo, Romo, Jibo, Baxter—even Alexa is reducing staff. Perhaps they failed to reach their potential because you can’t have a meaningful conversation with them. We are now at an…
Data Machina #198
Your own LLM. MiniGPT-4. WebGPT on WebGPU. Transformers from scratch. ChatGTP Plugins demo live. Whisper JAX. LLaVA. MetaAI DINO SoTA Computer Vision. Autonomous agents in LangChain. RedPajama.
How reinforcement learning with human feedback is unlocking the power of ge
How reinforcement learning with human feedback helps ensure that businesses are building ethical generative AI models.
Getting Started with LangChain: A Beginner’s Guide to Building LLM-Powered
A LangChain tutorial to build anything with large language models in Python