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Efficient Model Fine-Tuning with Bottleneck Adapter

How to fine-tune Transformer-based models with bottleneck adaptersContinue reading on Towards Data Science » How to fine-tune Transformer-based models with bottleneck adaptersContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If…

Efficient Backend, Superior Performance: A Deep Dive into Web Service Optimization

Too Long; Didn't ReadOptimizing the backend of a web service extends beyond just improving code and algorithms. The key to enhancing service efficiency is optimizing database interactions. This can be achieved through fine-tuning ORM queries, using flat data classes, properly categorizing data as Hot, Warm, or Cold, and employing effective caching strategies. These steps lead to a more efficient, responsive, and high-performing web service. Too Long; Didn't ReadOptimizing the backend of a web service extends beyond…

Researchers develop new method of modeling market regimes using efficient frontier information

by KeAi Communications Co. Performance of the novel Markov Markowitz portfolio with 3–5 clusters as compared to benchmarks when run on the Growth, Value, Market Cap (GVMC) asset data out-of-sample from 2000–2022. The novel models labeled "Ours" all outperform the benchmarks. Credit: Nolan Alexander et al. Financial markets often undergo changing regimes or states, where environments can be…

Snapdragon 8 Gen 3 is powerful, but is far less efficient

Qualcomm’s latest Snapdragon 8 Gen 3 chipset provides the best performance of any Android system-on-a-chip (SoC), but continues an alarming efficiency trend. That’s according to @Golden_Reviewer on X (formerly Twitter), who tested the new chip on the Xiaomi 14 Pro. Xiaomi is the first company to include the Snapdragon 8 Gen 3 chipset in a smartphone. The brand unveiled its Xiaomi 14 series late last month, and now that the smartphones are in the hands of reviewers, we’re starting to see how Qualcomm’s new chip performs.…

Efficient Coding in Data Science: Easy Debugging of Pandas Chained Operations

How to inspect Pandas data frames in chained operations without breaking the chain into separate statementsContinue reading on Towards Data Science » How to inspect Pandas data frames in chained operations without breaking the chain into separate statementsContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified.…

How to Achieve 1000x LLM Speed for Efficient and Cost-Effective Training, Testing, and Deployment

How can you create LLMs at a fraction of the current cost, time, and manpower requirements? Here is one viable way that will blow your mind in terms of its simplicity and effectiveness. Read All How can you create LLMs at a fraction of the current cost, time, and manpower requirements? Here is one viable way that will blow your mind in terms of its simplicity and effectiveness. Read All FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of…

Efficient Energy Harvesting With “Law-Breaking” Device

Researchers have developed a device that can disrupt the relationship between the absorption and emission efficiencies of an object, essentially violating Kirchhoff’s law of thermal radiation. This law, in place for over 150 years, states that an object’s ability to absorb and emit energy is equal at each wavelength and angle of incidence. This breakthrough could significantly impact sustainable energy harvesting systems and certain types of camouflage technology. (Artist’s concept.)Scientists have developed a device that…

In a ‘watershed moment,’ interconnecting the US grid just got a lot more efficient

In a much-anticipated move, the US Federal Energy Regulatory Commission (FERC) passed a new rule today that’s finally going to streamline the backed-up US grid interconnection process. At the end of 2022, there were more than 2,000 gigawatts of bottlenecked new power generation and storage waiting to be connected across the US. That’s the same amount of electricity generation capacity as all the power plants currently operating around the country. Projects have faced an average wait of up to…

Biden administration wants water heaters to be more energy efficient

The Biden administration is moving forward with tightened energy efficiency standards for new residential water heaters, taking aim at what is the second-largest energy using appliances in most households.The Energy Department said their proposal, which would take affect in 2030, would save consumers some $11.4 billion in energy and water costs annually, while reducing hundreds of millions of tons of greenhouse gas emissions over the rules 30 year lifetime. Under the agency's proposal, the most commonly-used electric…