Artificial Intelligence Zone

Meta raises the bar with open source Llama 3 LLM

AI News

APRIL 19, 2024

Claude, and other LLMs of comparable scale in human evaluations across 12 key usage scenarios like coding, reasoning, and creative writing. ” Accompanying Meta’s latest models is an updated suite of AI safety tools, including the second iterations of Llama Guard for classifying risks and CyberSec Eval for assessing potential misuse.

LLM

LLM Large Language Models Big Data Responsible AI

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

Unite.AI

MARCH 5, 2024

While its creative capacity benefits applications like storytelling, it poses challenges for tasks requiring strict adherence to facts, such as conducting academic research, writing medical and financial analysis reports, and providing legal advice.

LLM

LLM Large Language Models Prompt Engineer Prompt Engineering

XGen, a 7B LLM trained on up to 8K sequence length from SalesForce

Bugra Akyildiz

AUGUST 5, 2023

It is capable of generating text, translating languages, writing different kinds of creative content, and answering your questions in an informative way. Datasets+ : We have preprocessed well-known benchmarks ( Human-Eval, MBPP, CodeXGLUE, APPS, etc. ) Human-Eval) on popular metrics (e.g.,

LLM

LLM Large Language Models OpenAI Python

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How we built better GenAI with programmatic data development

Snorkel AI

JULY 19, 2023

Experiments showed improvement across every major instruction category (up to 10 points), with boosts as high as 12 points for specific tasks (such as writing emails). Generation : e.g., “Write me an essay comparing baroque with minimalist music”. We released the resulting fine-tuned RedPajama model as well.

Categorization

Categorization ChatGPT Large Language Models Generative AI

How we built better GenAI with programmatic data development

Snorkel AI

JULY 19, 2023

Experiments showed improvement across every major instruction category (up to 10 points), with boosts as high as 12 points for specific tasks (such as writing emails). Generation : e.g., “Write me an essay comparing baroque with minimalist music”. We released the resulting fine-tuned RedPajama model as well.

Categorization

Categorization ChatGPT Large Language Models Generative AI

How we built a better GenAI with programmatic data development

Snorkel AI

JULY 19, 2023

Experiments showed improvement across every major instruction category (up to 10 points), with boosts as high as 12 points for specific tasks (such as writing emails). Generation : e.g., “Write me an essay comparing baroque with minimalist music”. We released the resulting fine-tuned RedPajama model as well.

Categorization

Categorization ChatGPT Large Language Models Generative AI

The Sequence Chat: Emmanuel Turlay – CEO, Sematic

TheSequence

JULY 12, 2023

ML Engineers want to focus on writing Python logic, and visualizing the impact of their changes quickly. high-memory for data processing, GPUs for train/eval, small VMs to extract reports, etc.), Could you please tell us about the vision and inspiration behind this project? and will allocate them accordingly at runtime.

ML

ML Python Machine Learning Metadata

OpenAI’s Prompt Engineering Guide: Mastering ChatGPT for Advanced Applications

Unite.AI

DECEMBER 22, 2023

Example 2: Creative Writing with Style Imitation Ineffective Prompt : "Write a short story." Effective Style Imitation Prompt : "Write a short story in the style of Ernest Hemingway, focusing on a conversation between two old friends who meet unexpectedly." AI Directive : "Write and execute Python code to calculate this."

Prompt Engineer

Prompt Engineer Prompt Engineering ChatGPT Python

LangChain’s String Evaluators: How to Assess Language Model Output

Heartbeat

NOVEMBER 16, 2023

pip install langchain openai datasets duckduckgo-search import os import getpass os.environ["OPENAI_API_KEY"] = getpass.getpass("Enter Your OpenAI API Key:") If you don’t specify an eval LLM, the load_evaluator method will initialize a GPT-4 LLM to power the grading chain.

LLM

LLM Chatbots Explainability Deep Learning

Prodigy: A new tool for radically efficient machine teaching

Explosion

AUGUST 3, 2017

This is like hoping for a programming language so advanced you don’t even need to write a program. prodigy textcat.train-curve gh_issues --label DOCS --eval-split 0.2 % ACCURACY 25% 0.73 +0.73 Rather than spending a month figuring out an unsupervised machine learning problem, just label some data for a week and train a classifier.

Convolutional Neural Networks

Convolutional Neural Networks Python Machine Learning Algorithm

Real-Real-World Programming with ChatGPT

O'Reilly Media

JULY 25, 2023

If you’re reading this, chances are you’ve played around with using AI tools like ChatGPT or GitHub Copilot to write code for you. For instance, problems like “write a Python function that takes a list of names, splits them by first and last name, and sorts by last name.”

ChatGPT

ChatGPT UX Design AI Tools Metadata

The Prompt Optimization Stack

ODSC - Open Data Science

OCTOBER 6, 2023

Whether you’re looking to draft emails, write code, or even script your next marketing campaign, GPT-4 brings to the table an unparalleled quality of output. Python is the lingua franca of the AI world, so it makes sense to have an interface that integrates seamlessly with the rest of the code you’ve been writing.

Prompt Engineer

Prompt Engineer Prompt Engineering Python Data Science

LLMOps: What It Is, Why It Matters, and How to Implement It

The MLOps Blog

MARCH 12, 2024

These models excel at various tasks, such as translating languages with remarkable accuracy, generating creative writing, and even coding software. With frameworks like G-Eval , this technique can bypass the need for direct human judgment or gold-standard references.

Prompt Engineer

Prompt Engineer Prompt Engineering LLM Large Language Models

Introduction To Deep Learning With Fastai: This Is Why Deep Learning Can Work For Everyone

Dlabs.ai

JUNE 19, 2020

At the time of writing, the ‘ fastai library v2 ’ is in pre-release. However, in the case of the fastai library — which is designed specifically for use in Jupyter Notebooks and other read-eval-print loop (REPL) environments — it’s able to avoid polluting the namespace and makes all necessary ‘tools’ available for the user to use.

Deep Learning

Deep Learning Neural Network Machine Learning Computer Vision

Artificial Intelligence Zone

Meta raises the bar with open source Llama 3 LLM

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

Webinars

Trending Sources

XGen, a 7B LLM trained on up to 8K sequence length from SalesForce

Webinars

How we built better GenAI with programmatic data development

How we built better GenAI with programmatic data development

How we built a better GenAI with programmatic data development

The Sequence Chat: Emmanuel Turlay – CEO, Sematic

OpenAI’s Prompt Engineering Guide: Mastering ChatGPT for Advanced Applications

LangChain’s String Evaluators: How to Assess Language Model Output

Prodigy: A new tool for radically efficient machine teaching

Real-Real-World Programming with ChatGPT

The Prompt Optimization Stack

LLMOps: What It Is, Why It Matters, and How to Implement It

Introduction To Deep Learning With Fastai: This Is Why Deep Learning Can Work For Everyone

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