Understanding LoRA: Low-Rank Adaptation for Large Language Models

Understanding LoRA: Low-Rank Adaptation for Large Language Models

Introduction LoRA (Low-Rank Adaptation of Large Language Models) is a very practical fine-tuning framework for large models. Before the emergence of LoRA, I used to manually modify parameters, optimizers, or layer counts to “refine” models, which was extremely blind. However, the LoRA technique allows for quick fine-tuning of parameters. If the results after LoRA fine-tuning … Read more

Three Bluetooth Speakers Reviewed: Can Portable Music Break the Curse?

Three Bluetooth Speakers Reviewed: Can Portable Music Break the Curse?

People often say that Bluetooth speakers are always Bluetooth devices, and compared to traditional speakers, they still have a long way to go in terms of sound quality. Even the most famous speaker brands can easily create a resistance to purchase in consumers when they see the word “Bluetooth” attached. So, in today’s world where … Read more

An In-Depth Introduction to the Low Energy Bluetooth (BLE) Protocol Stack

An In-Depth Introduction to the Low Energy Bluetooth (BLE) Protocol Stack

Why is the BLE protocol stack layered? How to understand BLE “connection”? What would happen if the BLE protocol only had the ATT layer without the GATT layer? Protocol Stack Framework Generally speaking, we refer to the implementation code of a protocol as a protocol stack, and the BLE protocol stack is the code that … Read more

How to Properly Use Bluetooth Headphones

How to Properly Use Bluetooth Headphones

Convenient to carry, easy to wear, and free communication Bluetooth headphones are becoming increasingly popular Some friends even develop a reliance on them However, improper usage Can potentially harm your hearing How much do you know about Bluetooth headphones and usage tips? Today, I will talk about “The Things About Bluetooth Headphones” Do Bluetooth Headphones … Read more

Differences Between 2.4GHz and Bluetooth Wireless Technologies

Differences Between 2.4GHz and Bluetooth Wireless Technologies

Click above to follow Computer Enthusiasts Many friends purchasing wireless keyboards and mice are targeting wireless products for their convenience and freedom of use. However, when choosing, many are confused about the differences between 2.4G, Bluetooth, and Bluetooth + 2.4G. What are they, and which should I choose? Today, I will explain this, hoping to … Read more

Unveiling the BLE Testing Techniques You Didn’t Know!

Unveiling the BLE Testing Techniques You Didn't Know!

All the information you need to know about Bluetooth Low Energy (BLE) in 2020 We live in a space where fantasy and reality reflect each other, technology and culture intertwine, individuals and the whole blend, and privacy and transparency are balanced. In a world of interconnected devices, everything tends towards excellence and the perfect performance … Read more

Bluetooth Signal Tracking for Smartphones

Bluetooth Signal Tracking for Smartphones

Source: Sihoo Professional Edition Knowledge Case Others Essays Voices Researchers have discovered for the first time that Bluetooth signals can be used as fingerprints to track smartphones. Mobile devices such as smartphones, smartwatches, and fitness bands transmit signals at a rate of 500 Bluetooth beacons per minute. These beacons can be used for Apple’s “Find … Read more

Enhancing Bluetooth Music Quality: Q&A on Audio Encoding

Enhancing Bluetooth Music Quality: Q&A on Audio Encoding

With the continuous advancement of transmission technology, Bluetooth music playback has gradually moved from a supporting role to the forefront, and its sound quality has slowly been accepted by discerning audio enthusiasts, becoming an option among audio system sources. Many audio products priced at tens of thousands of dollars now integrate Bluetooth music playback functionality. … Read more

Bluetooth Headphone Review: Budget Models Rivaling Premium Brands

Bluetooth Headphone Review: Budget Models Rivaling Premium Brands

Currently, the prices of Bluetooth headphones on the market range from dozens to thousands of yuan. How safe and comfortable are these Bluetooth headphones? Is long-distance Bluetooth transmission reliable? Does it harm hearing? Are there performance differences between products at different price points? Recently, a comparative test of Bluetooth headphones conducted by the Guangzhou Consumer … Read more

Bluetooth: Remember to Turn It Off When Not in Use

Bluetooth: Remember to Turn It Off When Not in Use

Bluetooth, as one of the essential features of smartphones and laptops, has solved the problem of short-range wireless transmission since its inception. With the updates in versions, the transmission rates have gradually improved, making Bluetooth a standard feature in almost every laptop and smartphone. Bluetooth has certain advantages over other short-range wireless transmission tools. Firstly, … Read more