Build the AdamW optimizer from scratch in Python. Learn how it improves training stability and generalization in deep ...

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At YouTube’s NFL suite, creators Dhar Mann and AdamW and CEO Neal Mohan sketched out a studio system that moves faster, costs less, and connects more directly than Hollywood.

Hi, I noticed that when I swap out torch.optim.AdamW with bnb.optim.AdamW (both in 32 bit precision) and I fine tune a model loaded in bf16, the overall performance of the model trained using bnb's ...

The Large-ness of Large Language Models (LLMs) ushered in a technological revolution. We dissect the research. The Large-ness of Large Language Models (LLMs) ushered in a technological revolution. We ...

Today, virtually every cutting-edge AI product and model uses a transformer architecture. Large language models (LLMs) such as GPT-4o, LLaMA, Gemini and Claude are all transformer-based, and other AI ...

Optimization theory has emerged as an essential field within machine learning, providing precise frameworks for adjusting model parameters efficiently to achieve accurate learning outcomes. This ...

As you might have guessed, looking at our train.yml config file, there are a lot of knobs to turn and levers to pull to adjust how the fine-tune is applied. We aren't going to pretend to be experts at ...

Abstract: In order to increase the transmission efficiency of the receiving and transmitting coils of the omnidirectional wireless power transfer (OWPT) system in all-direction wireless transmission, ...