LLM Finetuning Strategies
Author(s): Raghunaathan Originally published on Towards AI. Image Source: Leonardo.ai Large language models, trained on extensive datasets thanks to organizations like Common Crawl, are capable of performing a multitude of tasks with zero-shot to few-shot prompting. With the rise of retrieval-augmented generation …
A Brief Practical Guide to LLM Quantization
Author(s): Raghunaathan Originally published on Towards AI. Source: Image by OpenArt β Dall-E 3 In recent years, the field of language models has undergone significant transformation since the introduction of ChatGPT. Weβve witnessed a notable surge in the availability of large language …