PyTorch Lightning
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Debugging PyTorch efficiently using PyTorch Lightning
PyTorch is a powerful deep learning framework that allows for easy computation on GPUs. PyTorch Lightning is a lightweight wrapper…
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âš¡ Enhance Your Training Efficiency with PyTorch Lightning and Weights & Biases
In this tutorial, we will cover how to supercharge your training with PyTorch Lightning and Weights & Biases. These tools…
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Comparing DoRA and LoRA for Fine-Tuning LLMs: Is DoRA Faster?
DoRA: Faster than LoRA for Fine-Tuning LLMs DoRA: Faster than LoRA for Fine-Tuning LLMs DoRA (Dynamic Ranking Adjustment) is a…
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Creating Smaller LLMs through Expert Approach Mixing: A Promising Method
The Mixture of Expert Approaches: A Promising Way for Creating Smaller LLMs The Mixture of Expert Approaches: A Promising Way…
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Comparison of Multi-Query and Multi-Head Attention
Multi-Query vs Multi-Head Attention Attention mechanisms have become a crucial component in many deep learning architectures, especially in natural language…
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Revamping RLHF: A New Take
RLHF Reimagined RLHF Reimagined The RLHF Reimagined project is a revolutionary approach to redeveloping and revitalizing urban spaces. By combining…
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A Simple Method for Mastering LLMs
The Easy Way to Learn LLMs The Easy Way to Learn LLMs LLMs, or Legal Master’s Programs, are specialized postgraduate…
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Practical Training in Generative AI Using Hugging Face and PyTorch Lightning: Large Language Models
Generative AI with Large Language Models: Hands-On Training feat. Hugging Face and PyTorch Lightning Generative AI with Large Language Models:…
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