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Backport LLM finetuning guide #3173
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* update toc * add first section * fix mermaid title * updates * update 100 loc * add getting started page * fix link * drafts * update docs * update next steps * update link * add accelerate docs * Optimised images with calibre/image-actions * update lists + formatting * update getting started section * remove excesses * add notes on using accelerate decorator * add docs link * improve docs following review feedback * draft the intro section * update TOC with rename * add resources guide * fix links * Update docs/book/user-guide/llmops-guide/finetuning-llms/why-and-when-to-finetune-llms.md Co-authored-by: Jayesh Sharma <wjayesh@outlook.com> --------- Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: Jayesh Sharma <wjayesh@outlook.com>
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