SPONSORED FEATURE: A sharp new tool being used more and more by creative enterprise IT teams, generative AI, has the potential to enable major advances in the way an enterprise conducts its business. …
The post Bringing AI To Reality first appeared on The Next Platform.
Bringing AI To Reality was written by Martin Courtney at The Next Platform.
I always tell networking engineers who aspire to be more than VLAN-munging CLI jockeys to get fluent with Git. I should also be telling them that while doing local version control is the right thing to do, you should always have backups (in this case, a remote repository).
I’m eating my own dog food1 – I’m using a half dozen Git repositories in ipSpace.net production2. If they break, my blog stops working, and I cannot publish new documents3.
Now for a fun fact: Git is not transactionally consistent.
I always tell networking engineers who aspire to be more than VLAN-munging CLI jockeys to get fluent with Git. I should also be telling them that while doing local version control is the right thing to do, you should always have backups (in this case, a remote repository).
I’m eating my own dog food1 – I’m using a half dozen Git repositories in ipSpace.net production2. If they break, my blog stops working, and I cannot publish new documents3.
Now for a fun fact: Git is not transactionally consistent.
Back in 2009, I was the editor of a mini-side publication from supercomputing magazine, HPCwire, called HPC in the Cloud. …
The post Sky-High Hurdles, Clouded Judgements for IaaS at Exascale first appeared on The Next Platform.
Sky-High Hurdles, Clouded Judgements for IaaS at Exascale was written by Nicole Hemsoth Prickett at The Next Platform.
There are a lot of pressures on the datacenter network these days just to deal with expanding data and the increasing use of microservices architectures for modern applications. …
The post AI Means Re-Architecting The Datacenter Network first appeared on The Next Platform.
AI Means Re-Architecting The Datacenter Network was written by Timothy Prickett Morgan at The Next Platform.
Day Two Cloud continues the Cloud Essentials series with cloud storage. We focus specifically on AWS's offering, which include object, file, and block storage options. We also discuss special file systems, file caching, instance stores, and more. We cover use cases for the major storage options and their costs. We also touch briefly on storage services including data migration, hybrid cloud storage, and disaster recovery and backup.
The post Day Two Cloud 212: Cloud Essentials – Object, File, And Block Storage appeared first on Packet Pushers.
Taking your feedback and followup and discussing the questions you bring us. Zero Trust Defintions, Out of Band in Zero Trust, Johna and/or Greg is/are insufferable and re-evaluating the Tech Job Debacle with hindsight.
The post Heavy Strategy 56: FU to the Followup appeared first on Packet Pushers.
The browser as an app platform is real and stronger every day; long gone are the Browser Wars. Vendors and standard bodies have done amazingly well over the last years, working together and advancing web standards with new APIs that allow developers to build fast and powerful applications, finally comparable to those we got used to seeing in the native OS' environment.
Today, browsers can render web pages and run code that interfaces with an extensive catalog of modern Web APIs. Things like networking, rendering accelerated graphics, or even accessing low-level hardware features like USB devices are all now possible within the browser sandbox.
One of the most exciting new browser APIs that browser vendors have been rolling out over the last months is WebGPU, a modern, low-level GPU programming interface designed for high-performance 2D and 3D graphics and general purpose GPU compute.
Today, we are introducing WebGPU support to Cloudflare Workers. This blog will explain why it's important, why we did it, how you can use it, and what comes next.
To understand why WebGPU is a big deal, we must revisit history and see how browsers went from relying only Continue reading
If you're anywhere near the developer community, it's almost impossible to avoid the impact that AI’s recent advancements have had on the ecosystem. Whether you're using AI in your workflow to improve productivity, or you’re shipping AI based features to your users, it’s everywhere. The focus on AI improvements are extraordinary, and we’re super excited about the opportunities that lay ahead, but it's not enough.
Not too long ago, if you wanted to leverage the power of AI, you needed to know the ins and outs of machine learning, and be able to manage the infrastructure to power it.
As a developer platform with over one million active developers, we believe there is so much potential yet to be unlocked, so we’re changing the way AI is delivered to developers. Many of the current solutions, while powerful, are based on closed, proprietary models and don't address privacy needs that developers and users demand. Alternatively, the open source scene is exploding with powerful models, but they’re simply not accessible enough to every developer. Imagine being able to run a model, from your code, wherever it’s hosted, and never needing to find GPUs or deal with setting up the infrastructure to support Continue reading
Matthew and Michelle, co-founders of Cloudflare, published their annual founders’ letter today. The letter ends with a poem written by an AI running using Workers AI on Cloudflare’s global network.
Here’s the code that wrote the poem. It uses Workers AI and the Meta Llama 2 model with 7B parameters and 8-bit integers. Just 14 lines of code running on the Cloudflare global network, and you’ve got your very own AI to chat with.
import { Ai } from "@cloudflare/ai";
export default {
async fetch(request: Request, env: Env): Promise<Response> {
const body = await request.json();
const ai = new Ai(env.AI);
const response = await ai.run("@cf/meta/llama-2-7b-chat-int8", body);
return new Response(JSON.stringify(response));
},
};
export interface Env {
AI: any;
}
That was deployed on Workers AI and all I had to do was ask for poems. Here’s my terminal output (with just the domain name changed).
% curl -X POST https://example.com/ -d '{"prompt":"Write a poem \
that talks about the connectivity cloud"}' | jq -r .response
Cloud computing provides a connectivity that's unmatched,A bridge that spans the globe with ease and grace.It brings us closer, no matter where we are,And makes the world a Continue reading
Today, we’re excited to announce our beta of AI Gateway – the portal to making your AI applications more observable, reliable, and scalable.
AI Gateway sits between your application and the AI APIs that your application makes requests to (like OpenAI) – so that we can cache responses, limit and retry requests, and provide analytics to help you monitor and track usage. AI Gateway handles the things that nearly all AI applications need, saving you engineering time, so you can focus on what you're building.
It only takes one line of code for developers to get started with Cloudflare’s AI Gateway. All you need to do is replace the URL in your API calls with your unique AI Gateway endpoint. For example, with OpenAI you would define your baseURL as "https://gateway.ai.cloudflare.com/v1/ACCOUNT_TAG/GATEWAY/openai" instead of "https://api.openai.com/v1" – and that’s it. You can keep your tokens in your code environment, and we’ll log the request through AI Gateway before letting it pass through to the final API with your token.
// configuring AI gateway with the dedicated OpenAI endpoint
const openai = new OpenAI({
apiKey: env.OPENAI_API_KEY,
baseURL: "https://gateway.ai. Continue reading
Today, we’re excited to announce that we are partnering with Hugging Face to make AI models more accessible and affordable than ever before to developers.
There are three things we look forward to making available to developers over the coming months:
Hosting over 500,000 models and serving over one million model downloads a day, Hugging Face is the go-to place for developers to add AI to their applications.
Meanwhile, over the past six years at Cloudflare, our goal has been to make it as easy as possible for developers to bring their ideas and applications to life on our developer platform.
As AI has become a critical part of every application, this partnership has felt like a natural match to put tools in the hands of developers to make deploying AI easy and affordable.
“Hugging Face and Cloudflare both share a deep focus on making the latest AI innovations as accessible and affordable Continue reading