Jay Alammar - Large Language Models for Real-World Applications - A Gentle Intro

  Рет қаралды 7,140

PyData

PyData

Күн бұрын

Jay Alammar Presents:
Large Language Models for Real-World Applications - A Gentle Intro
Machine language understanding and generation has been undergoing rapid improvements due to recent breakthroughs in machine learning (e.g. large language models like GPT and BERT). And while big tech and NLP engineers were quick to capitalize on these models, the broader developer community lags in adopting these models and realizing their potential in their business domains.
This talk provides a gentle and highly visual overview of some of the main intuitions and real-world applications of large language models. It assumes no prior knowledge of language processing and aims to bring attendees up to date with the fundamental intuitions and applications of large language models.
www.pydata.org
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!
Want to help add timestamps to our KZbin videos to help with discoverability? Find out more here: github.com/num....

Пікірлер: 1
@kobifelton1418
@kobifelton1418 2 жыл бұрын
Great talk!!
Players vs Corner Flags 🤯
00:28
LE FOOT EN VIDÉO
Рет қаралды 81 МЛН
[1hr Talk] Intro to Large Language Models
59:48
Andrej Karpathy
Рет қаралды 2,2 МЛН
The Narrated Transformer Language Model
29:30
Jay Alammar
Рет қаралды 305 М.
No Priors Ep. 12 | With Noam Shazeer
35:37
No Priors: AI, Machine Learning, Tech, & Startups
Рет қаралды 2,7 М.
Generative AI in a Nutshell - how to survive and thrive in the age of AI
17:57
Large Language Models and the Future of AI with Connor Leahy, EleutherAI
30:18
MLT Artificial Intelligence
Рет қаралды 12 М.
Data Pipelining for Real-time ML Models | PyData London 2022
38:36