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Deploying LLM Apps to AWS, the Open-Source Self-Service Way

A step-by-step guide on deploying LlamaIndex RAGs to AWS ECS fargateContinue reading on Towards Data Science » A step-by-step guide on deploying LlamaIndex RAGs to AWS ECS fargateContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors.…

How to efficiently fine-tune your own open-source LLM using novel techniques — code provided

In this article I tune a base LLama2 LLM to output SQL code. I use Parameter Efficient Fine-Tuning Techniques to optimise the process.Continue reading on Towards Data Science » In this article I tune a base LLama2 LLM to output SQL code. I use Parameter Efficient Fine-Tuning Techniques to optimise the process.Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each…

google ventures michael mcbride: Google Ventures adds Michael McBride as general partner to back AI, open-source startups

Venture capital firm GV, backed by Google parent Alphabet Inc, has hired Michael McBride from software firm GitLab as its latest general partner to focus on open-source and AI startups, the firm told Reuters.McBride served as the chief revenue officer for five years at GitLab, an open-source developer tools maker in GV's portfolio that went public in late 2021.Elevate Your Tech Prowess with High-Value Skill CoursesOffering CollegeCourseWebsiteNorthwestern UniversityKellogg Post Graduate Certificate in Product…

AI future could be ‘open-source’ or closed. Tech giants are divided as they lobby regulators

Tech leaders have been vocal proponents of the need to regulate artificial intelligence, but they're also lobbying hard to make sure the new rules work in their favor.That's not to say they all want the same thing. Facebook parent Meta and IBM on Tuesday launched a new group called the AI Alliance that's advocating for an “open science” approach to AI development that puts them at odds with rivals Google, Microsoft and ChatGPT-maker OpenAI. These two diverging camps — the open and the closed — disagree about whether to…

The History of Open-Source LLMs: Imitation and Alignment (Part Three)

Open-source LLMs need alignment to become truly remarkable…Continue reading on Towards Data Science » Open-source LLMs need alignment to become truly remarkable…Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If…

The History of Open-Source LLMs: Better Base Models (Part Two)

How LLaMA, MPT, Falcon, and LLaMA-2 put open-source LLMs on the map…Continue reading on Towards Data Science » How LLaMA, MPT, Falcon, and LLaMA-2 put open-source LLMs on the map…Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to…

Canonical releases new low-touch, open-source cloud solution

With a priority on security, every MicroCloud component is built with strict confinement and over-the-air transactional updates to preserve data and make it possible to easily roll back should an error occur and upgrade without downtime. With this, MicroCloud can be deployed as both an on-premise cloud or on edge deployments for remote locations. By doing this, organizations can use the same infrastructure primitives and services, regardless of where they are needed.Cédric Gégout, VP of Product at Canonical, addresses

Giskard’s open-source framework evaluates AI models before they’re pushed into production

Giskard is a French startup working on an open-source testing framework for large language models. It can alert developers of risks of biases, security holes and a model’s ability to generate harmful or toxic content. While there’s a lot of hype around AI models, ML testing systems will also quickly become a hot topic as regulation is about to be enforced in the EU with the AI Act, and in other countries. Companies that develop AI models will have to prove that they comply with a set of rules and mitigate risks so…

How open-source drug discovery could help us in the next pandemic

But what would happen if we took profit out of the equation and made drug discovery a collaborative process rather than a competitive one? That was the idea behind the Covid Moonshot, an open-science initiative to develop antivirals against the coronavirus that began back in March 2020 with a Twitter plea for covid drug designs. ”Calling all medicinal chemists!” wrote Nir London, an engineer at the Weizmann Institute of Science who works in drug discovery.  This week the researchers behind the project published their…

GitHub, Hugging Face, Creative Commons, and others write a paper for EU policymakers encouraging support for open-source AI models ahead of…

Emilia David / The Verge: GitHub, Hugging Face, Creative Commons, and others write a paper for EU policymakers encouraging support for open-source AI models ahead of the final EU AI Act — In a paper sent to EU policymakers, a group of companies, including GitHub, Hugging Face, Creative Commons, and others … Emilia David / The Verge: GitHub, Hugging Face, Creative Commons, and others write a paper for EU policymakers encouraging support for open-source AI models ahead of the final EU AI…