Cycles, Cells and Platters: An Empirical Analysis of Hardware Failures on a Million Consumer PCs
Discusses HID over I2C, an underappreciated HID standard used in laptops.
Explains that I2C-HID is used for touchpads, touchscreens, and sensor hubs.
Distinguishes I2C-HID from non-HID I2C devices and explains its benefits.
Describes the author's experience with using I2C-HID for a laptop touchpad project.
Inside Phi 2: Microsoft's Small Language Model explores the development of tailored AI models that minimize resource usage, with a focus on small language models (SLMs). The article discusses Microsoft Research's approach to building generative AI models, highlighting their "textbooks are all you need" strategy used in training their Phi series SLMs. Key aspects include curating high-quality training data, generating synthetic content, and fine-tuning the model with domain-specific information. This innovative approach has resulted in surprisingly good outcomes, with some benchmarked SLMs performing similarly or even better than larger LLMs like GPT.
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