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AI Platform JP Hennessy

From PyTorch to PyTorch Lighting: Getting Started Guide

If you’ve been working with PyTorch, you’re likely familiar with its power and flexibility in building and training deep learning models....

2 years, 2 months ago Lightning AI
6560 words 21 min
Finetuning LLMs with LoRA and QLoRA: Insights from Hundreds of Experiments AI Platform

Finetuning LLMs with LoRA and QLoRA: Insights from Hundreds…

  Introduction: Getting the Most out of LoRA I’ve run hundreds, if not thousands, of experiments involving LoRA over the past few months. A...

2 years, 2 months ago Lightning AI
31760 words 105 min
Multimodality and Large Multimodal Models (LMMs) ML Production

Multimodality and Large Multimodal Models (LMMs)

For a long time, each ML model operated in one data mode – text (translation, language modeling), image (object detection, image classification), or a...

2 years, 3 months ago Chip Huyen
43511 words 145 min
ML Products

AI Engineer 2023 Keynote - Building Blocks for LLM Systems

Evals, retrieval-augmented generation, guardrails, and collecting feedback; all that good stuff....

2 years, 3 months ago Eugene Yan
86 words 1 min
The Artificiality of Alignment AI Publication

The Artificiality of Alignment

This essay first appeared in Reboot. Credulous, breathless coverage of “AI existential risk” (abbreviated “x-ri...

2 years, 3 months ago The Gradient
27812 words 92 min
An Introduction to the Problems of AI Consciousness AI Publication

An Introduction to the Problems of AI Consciousness

Once considered a forbidden topic in the AI community, discussions around the concept of AI consciousness are now taking center stage, marking a signi...

2 years, 3 months ago The Gradient
35029 words 116 min
Voice/AI Technology Bret Kinsella

Soapbox Labs Founder and Ireland's AI Ambassador Patricia S…

Patricia Scanlon is the founder and executive chair of Soapbox Labs, the company behind the industry's leading automated speech recognition (ASR) for...

2 years, 3 months ago The Voicebo…
904 words 3 min
Voice/AI Technology Bret Kinsella

Generative AI News This Week - Cloud Wars and LLMs, NVIDIA …

We return this week with the Generative AI News (GAIN) rundown for September 8, 2023. Get ready for a lot of product announcements and some special se...

2 years, 3 months ago The Voicebo…
3570 words 11 min
Security Research

Playing chess with large language models

Building a chess bot that queries GPT-3.5-turbo-instruct to play chess at the level of a skilled human player....

2 years, 3 months ago Nicholas Ca…
93 words 1 min
Open Source AI Research

Contributor Spotlight: Mohammad Aflah Khan

Give us a brief overview of your background: I'm currently in the final year of my undergraduate program at IIIT Delhi, pursuing a BTech degree in Com...

2 years, 3 months ago Blog on Ele…
447 words 1 min
Open Source AI Research

The first New England RLHF Hackers Hackathon

Introduction Author list is alphabetical by last name. We would like to extend acknowledgements to Delta Christine Hessler and Hailey Schoelkopf. On S...

2 years, 3 months ago Blog on Ele…
444 words 1 min
Voice/AI Technology Bret Kinsella

Generative AI News This Week - Google Gets is Gen AI Mojo B…

Generative AI News (GAIN) rundown for August 31, 2023. Google may have dominated the headlines this week, but it was hardly alone. Special segments th...

2 years, 3 months ago The Voicebo…
4615 words 15 min
Pre-processing temporal data made easier with TensorFlow Decision Forests and Temporian Deep Learning Framework

Pre-processing temporal data made easier with TensorFlow De…

<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgO4WDCWDuV4LT0FtXw_qBaJKOFjEkHrFOBQ0z4WZaA6keEQEtFc4ZNwmZTyP2eCPHjN_qIA41VzgJeVCn...

2 years, 4 months ago The TensorF…
36699 words 122 min
ML Products

Evaluation & Hallucination Detection for Abstractive Summar…

Reference, context, and preference-based metrics, self-consistency, and catching hallucinations....

2 years, 4 months ago Eugene Yan
88 words 1 min
Voice/AI Technology Bret Kinsella

Hour One CEO Oren Aharon is Leveraging Generative AI to Fus…

Oren Aharon is CEO and founder of Hour One, a leader in virtual human innovation, and a pioneer in generative AI. He joined Bret Kinsella to talk abou...

2 years, 4 months ago The Voicebo…
970 words 3 min
Voice/AI Technology Bret Kinsella

Generative AI News This Week - Is ChatGPT Dying? Generative…

The Generative AI News (GAIN) rundown is back for August 24, 2023. Special segments this week include: What does the market data say about generative...

2 years, 4 months ago The Voicebo…
3880 words 12 min
Voice/AI Technology Bret Kinsella

Telefonica and VUI Agency Talk about Generative and Convers…

Sarah Rojewski, Telefonica's manager of AI and automation in Germany, and Patrick Esslinger, co-founder of VUI Agency joined Bret Kinsella to talk abo...

2 years, 4 months ago The Voicebo…
674 words 2 min
Voice/AI Technology Bret Kinsella

Generative AI News - GPT-4 LLM Moderation, CEO and Gen AI, …

It's time for the Generative AI News (GAIN) Rundown for August 17, 2023. Special segments this week include: Using GPT-4 to moderate LLM inputs The gr...

2 years, 4 months ago The Voicebo…
3200 words 10 min
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