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Apple Releases Open Source AI Models for On-Device Language Processing

by Harikrishnan A
April 25, 2024
in Business, Markets, News, Tech, Trending, World
Reading Time: 2 mins read
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Apple Releases Open Source AI Models for On-Device Language Processing
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Apple just made a big move in the world of AI, announcing the release of its new OpenELM models. These are essentially super-smart language models designed to work right on your device, rather than sending your data to far-off cloud servers. It’s like having a little brain in your phone, but without compromising your privacy.

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OpenELM: State-of-the-Art Language Models

These OpenELM models are no joke. They’re the result of a ton of hard work by Apple’s team, who have fine-tuned them to be more accurate and efficient than ever before. Think of them as the next generation of Siri, but with a lot more brains behind them.

Empowering the Research Community

But what’s really cool is that Apple isn’t keeping all the secrets to themselves. Nope, they’re sharing everything – the code, the training logs, even different versions of the models. This isn’t just a release; it’s a full-on invitation for developers and researchers to dive in and make these models even better.

By going open source, Apple hopes to spark a wave of innovation in the AI world. They want researchers to dig deep, uncover biases, and push the boundaries of what’s possible with these models. It’s all about making AI smarter, more reliable, and, most importantly, more trustworthy.

Now, you might be wondering when you’ll actually get to see these OpenELM models in action. Well, Apple hasn’t given us an exact date, but rumors are swirling that they’ll be baked into future updates of iOS. Imagine your phone understanding you better than ever before, all while keeping your data safe and sound.

On-Device AI Capabilities

But it’s not just about iPhones and iPads. These OpenELM models have the potential to revolutionize everything from your Mac to your Apple Watch. It’s a whole new era of AI, and Apple is leading the charge.

In a statement accompanying the release, Apple said, “To this end, we release OpenELM, a state-of-the-art open language model. OpenELM uses a layer-wise scaling strategy to efficiently allocate parameters within each layer of the transformer model, leading to enhanced accuracy. For example, with a parameter budget of approximately one billion parameters, OpenELM exhibits a 2.36% improvement in accuracy compared to OLMo while requiring 2× fewer pre-training tokens.“

So, what does all this mean for the future? Well, for one thing, it means we’re on the brink of some seriously cool new features. Picture your device translating languages on the fly, understanding complex commands, and maybe even cracking a joke or two. The possibilities are endless, and Apple is just getting started.

In the end, the release of these OpenELM models isn’t just a milestone for Apple; it’s a win for the entire AI community. By opening up their technology, Apple is paving the way for a future where AI is smarter, more accessible, and more ethical than ever before. And that’s something we can all get behind.

Tags: AIAppleiosOpen Source
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Harikrishnan A

Aspiring writer. Enjoys gaming, fried chicken and iced tea, preferably all together.

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Steam’s Early Access program has long been a double-edged sword for gamers. On one hand, it allows small and mid-sized developers to fund and refine their projects with community feedback. On the other, it has also left some players burned when games they purchased never see a full release. Now, Valve is stepping in with a new feature aimed at helping users make more informed decisions before investing in unfinished projects. Steam's Silent but Significant Update Valve has quietly introduced a warning system that flags Early Access games that haven’t been updated for an extended period. First reported by SteamDB and later highlighted by Eurogamer and PC Gamer, the feature serves as a subtle but crucial heads-up for potential buyers. The warning appears on store pages, indicating when a game hasn’t received updates for a significant amount of time, potentially suggesting that development has been abandoned. This feature is particularly relevant in cases where developers had ambitious roadmaps but later ceased development, either due to lack of funds, shifting priorities, or unforeseen circumstances. By displaying a clear notice, Valve is providing much-needed transparency to prevent customers from unknowingly purchasing what could amount to abandonware. Notable Cases: The Good, The Bad, and the Uncertain One of the first examples of this warning in action is the store page for Cavern Kings, an Early Access title that has gone untouched for over eight years. In this case, the label serves as an obvious red flag—after nearly a decade without updates, it’s safe to assume the game will never reach a full release. However, not all cases are as straightforward. Heartbound, a game by Pirate Software, was flagged for not being updated in 13 months. While some might consider that a warning sign, the developer had actually posted an update in January explaining the hiatus and even dropped a patch on February 1st. This highlights a potential flaw in the feature—automated labels don’t always tell the full story, and in some cases, they might mislead players about a game’s development status. Balancing Transparency and Fairness Valve’s new system is a step in the right direction, but it raises questions about execution and fairness. While players benefit from knowing which games have been abandoned, there is a risk of unfairly penalizing developers who may simply be taking a necessary break from updates. Some indie studios, often consisting of just one or two developers, might go months without updates due to financial struggles, life events, or extensive development cycles. Automatically flagging their games could dissuade new buyers and make it even harder for these developers to complete their projects. One potential improvement could be allowing developers to provide context directly within the warning label. This would help players differentiate between truly abandoned games and those simply experiencing delays. What This Means for Steam Users For gamers, this new warning system is an added layer of protection against unfinished projects that may never see completion. While due diligence has always been advised before purchasing Early Access titles, this feature provides a more immediate and visible indicator of potential risks. However, users should still do their own research, read developer updates, and check community discussions before making a final decision. As Valve continues to refine this system, it will be interesting to see whether additional tweaks are made to address potential drawbacks. For now, though, Steam players can breathe a little easier knowing that they have another tool to help them navigate the sometimes murky waters of Early Access gaming.

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