Super Study Guide: Transformers & Large Language Models free ebook download.

Home : Book details

Super Study Guide: Transformers & Large Language Models free ebook download

Category:
Encyclopedias

Views: 1
Likes: 0

Catalogue

Author(s):	Afshine Amidi, Shervine Amidi

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	B0DC4NYLTN
Pages:	247	OCR:		Quality:		ISBN13:
Uploader:	rubybook	Upload Date:	11/23/2024 10:26:27 PM

To download click on link in the Links Table below

Description: Click to see full description

B0DC4NYLTN pdf
This book is a concise and illustrated guide for anyone who wants to understand the inner workings of large language models in the context of interviews, projects or to satisfy their own curiosity.It is divided into 5 parts:Foundations: primer on neural networks and important deep learning concepts for training and evaluationFoundations: primer on neural networks and important deep learning concepts for training and evaluationEmbeddings: tokenization algorithms, word-embeddings (word2vec) and sentence embeddings (RNN, LSTM, GRU)Embeddings: tokenization algorithms, word-embeddings (word2vec) and sentence embeddings (RNN, LSTM, GRU)Transformers: motivation behind its self-attention mechanism, detailed overview on the encoder-decoder architecture and related variations such as BERT, GPT and T5, along with tips and tricks on how to speed up computationsTransformers: motivation behind its self-attention mechanism, detailed overview on the encoder-decoder architecture and related variations such as BERT, GPT and T5, along with tips and tricks on how to speed up computationsLarge language models: main techniques to tune Transformer-based models, such as prompt engineering, (parameter efficient) finetuning and preference tuningLarge language models: main techniques to tune Transformer-based models, such as prompt engineering, (parameter efficient) finetuning and preference tuningApplications: most common problems including sentiment extraction, machine translation, retrieval-augmented generation and many moreApplications: most common problems including sentiment extraction, machine translation, retrieval-augmented generation and many more

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3277470	Download	https://nitroflare.com/view/B1777980097B...		9.00	rubybook

Tags: Guide Language Large Models Study Super Transformers

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: