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July 22, 2024, 1:11 p.m.
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Apple Unveils Fully Open-Sourced DCLM-Baseline-7B Language Model

Brief news summary

Apple has made a significant push into the AI space after initially delaying its entry. At the recent Worldwide Developer Conference, the company announced that it will be offering AI solutions for its various products and services. Moreover, Apple is expanding its presence in AI language models. It recently released DCLM-Baseline-7B, a 7 billion parameter language model, on the Hugging Face platform. This model, part of the DataComp for Language Models (DCLM) benchmark, has been praised for its performance and its open-sourced nature. Apple's commitment to open sourcing the model, including the data, weight models, and training code, enables other researchers and developers to build on it and advance the field. Apple's previous AI models include Ferret-UI and ReALM, and the company's foray into the AI space will be further demonstrated with the release of iOS 18 and Apple Intelligence.

After initially delaying its entry into the field of artificial intelligence (AI), Apple has recently demonstrated a strong commitment to AI. Following the Apple Worldwide Developer Conference, Apple has fully embraced AI by offering AI solutions for almost all of its products and services. Moreover, Apple is now expanding its presence in AI language models. Just last week, Apple unveiled DCLM-Baseline-7B, a language model with an impressive parameter count of 7 billion. This language model has been made available on Hugging Face and is part of the DataComp for Language Models (DCLM) benchmark, which aims to enhance the quality of training datasets for language models. With 7 billion parameters, this model can be compared to other popular models such as Llama 2 and Gemma. In evaluations against similarly sized models using the Massive Multitask Language Understanding (MMLU) benchmark, DCLM-Baseline-7B performed competitively, even surpassing Mistral 7B. What distinguishes DCLM-Baseline-7B is its exceptional level of openness.

As highlighted by Vaishaal Shankar, a research scientist at Apple, the model is truly open-sourced, featuring "open data, open weight models, open training code. " This approach has garnered praise as it encourages other researchers and developers to build upon the models and drive further advancements in the field. The training of this model incorporated the DCLM-BASELINE data along with StarCoder and ProofPile2 data to achieve proficiency in various tasks, such as coding and mathematics. In addition to the release of DCLM-Baseline-7B, Apple has included a powerful version with 1. 4 billion parameters in the package, further showcasing their commitment to AI. This is not Apple's first endeavor into AI models. They have previously introduced Ferret-UI, a multimodal large language model (MLLM), and Reference Resolution As Language Modeling (ReALM), a conversational AI system. Once iOS 18 and Apple Intelligence are launched in the coming fall, we will see Apple's competitive edge in the AI landscape and get a better understanding of the potential success of their AI initiatives.


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