Regardless of Apple’s preliminary delay in coming into the AI area, after Apple’s Worldwide Developer Conference, the corporate has gone all in on AI. Apple Intelligence will provide AI options for practically all of Apple’s choices, and the corporate will not be stopping there. Somewhat, Apple is now transferring additional into AI language fashions.
Final Thursday, Apple launched DCLM-Baseline-7B, a 7 billion parameter language mannequin, on Hugging Face. The mannequin is a part of the DataComp for Language Fashions (DCLM) benchmark, an initiative to enhance the standard of coaching datasets for language fashions.
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At 7 billion parameters, this mannequin is akin to fashionable fashions reminiscent of Llama 2, Gemma, and extra. When examined on the Huge Multitask Language Understanding (MMLU) benchmark in opposition to fashionable fashions across the identical dimension, DCLM-Baseline-7B carried out competitively, even outperforming Mistral 7B, as seen beneath.
Regardless of its spectacular efficiency, one of many DCLM-Baseline-7B’s greatest standouts is that the mannequin is really open-sourced, with “open information, open weight fashions, open coaching code,” as highlighted by Vaishaal Shankar, a analysis scientist at Apple.
We’ve got launched our DCLM fashions on huggingface! To our information these are by far one of the best performing really open-source fashions (open information, open weight fashions, open coaching code) 1/5
— Vaishaal Shankar (@Vaishaal) July 18, 2024
Many are commending Apple for this method because it permits different researchers and builders to construct on the fashions and additional develop developments within the area. The mannequin was educated on the DCLM-BASELINE information, mixed with StarCoder and ProofPile2 information, to succeed in proficiency in different duties reminiscent of coding and math.
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Along with releasing DCLM-Baseline-7B, mannequin weights, coaching code, and dataset, Apple additionally included a strong 1.4 billion parameter model within the package deal.
This is not Apple’s first go-around with AI fashions, having launched others reminiscent of Ferret-UI, a multimodal giant language mannequin (MLLM), and Reference Resolution As Language Modeling (ReALM), a conversational AI system. Within the fall, when iOS 18 and Apple Intelligence develop into obtainable, we’ll have the ability to see Apple compete within the AI area and higher gauge the potential success of its AI efforts.
