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Category: Articles

Accelerating Large Language Models with Mixed-Precision Techniques

Parameter-Efficient LLM Finetuning With Low-Rank Adaptation (LoRA)

llama-adapter pseudo-code

Understanding Parameter-Efficient Finetuning of Large Language Models: From Prefix Tuning to LLaMA-Adapters

Using DeepSpeed to Optimize Models

How to Evaluate Machine Learning Models

Grid.ai Becomes Lightning AI

PyTorch Lightning and the Future of Open Source AI

Practical AI Podcast

Practical AI Podcast #138 – Multi-GPU Training is Hard

The Sequence Chat with William Falcon

Latin Business Today Interview with William Falcon

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