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Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker | Amazon Web Services

In this post, we demonstrate how to efficiently fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization using Amazon SageMaker. ...

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Use Amazon SageMaker Studio to build a RAG question answering solution with Llama 2, LangChain, and Pinecone for fast experimentation | Amazon Web Services

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories,...

Harnessing NLP Superpowers: A Step-by-Step Hugging Face Fine Tuning Tutorial

Introduction Fine-tuning a natural language processing (NLP) model entails altering the model’s hyperparameters and architecture and typically adjusting the dataset to enhance the model’s performance...

Advanced Guide for Natural Language Processing

Introduction Welcome to the transformative world of Natural Language Processing (NLP). Here, the elegance of human language meets the precision of machine intelligence. The unseen...

Parameter-Efficient Fine-Tuning of Large Language Models with LoRA and QLoRA

Overview As we delve deeper into the world of Parameter-Efficient Fine-Tuning (PEFT), it becomes essential to understand the driving forces and methodologies behind this transformative...

A Comprehensive Guide to Fine-Tuning Large Language Models

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large...

Guide to Fine-Tuning Open Source LLM Models on Custom Data

IntroductionI'm sure most of you would have heard of ChatGPT and tried it out to answer your questions! Ever wondered what happens under the...

Enable business users to analyze large datasets in your data lake with Amazon QuickSight | Amazon Web Services

This blog post is co-written with Ori Nakar from Imperva. Imperva Cloud WAF protects hundreds of thousands of websites and blocks billions of security...

Training an Adapter for RoBERTa Model for Sequence Classification Task

Introduction The current trend in NLP includes downloading and fine-tuning pre-trained models with millions or even billions of parameters. However, storing and sharing such large...

Dogecoin Whale Abruptly Moves 350,000,000 DOGE in Multiple Transactions– Here’s Where the Crypto’s Headed

A deep-pocketed Dogecoin (DOGE) investor is suddenly shifting hundreds of millions of DOGE across multiple transactions as the meme asset surges in price. New data...

Google Pixel phones had a serious data leakage bug – here’s what to do!

by Paul Ducklin Even if you’ve never used one, you probably know what a VCR is (or was). Short for video...

Why the US Navy’s budget plan creates uncertainty for shipbuilders

WASHINGTON — Dualities are emerging in the U.S. Navy’s shipbuilding plans, leaving industry to wonder what to make of the sea service’s near-term spending...

CircuitPython 8.1.0 Beta 0 Released! @circuitpython

From the GitHub release page:This is CircuitPython 8.1.0-beta.0, a beta release for CircuitPython 8.1.0, and is a new unstable release.Notable changes to 8.1.0 since...

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