Hacker News with Generative AI: Fine-tuning

Exploring LoRA – Part 1: The Idea Behind Parameter Efficient Fine-Tuning (medium.com)
Pre-trained large language models undergo extensive training on vast data from the internet, resulting in exceptional performance across a broad spectrum of tasks. Nonetheless, in most real-world scenarios, there arises a necessity for the model to possess expertise in a particular, specialized domain.
How to Fine-Tune Llama 3 for Customer Service (symbl.ai)
Fine-tune and deploy open LLMs as containers using AIKit - Part 1 (huggingface.co)
Microsoft, Beihang release MoRA, an efficient LLM fine-tuning technique (venturebeat.com)
Finetuning an LLM-Based Spam Classifier with LoRA from Scratch (github.com/rasbt)
Nvidia has published a competitive llama3-70B QA/RAG fine tune (reddit.com)
Fine tune LLAMA3 on million scale dataset in consumer GPU using QLora, DeepSpeed (medium.com)
Efficient finetuning of Llama 3 with FSDP QDoRA (answer.ai)
First impressions of early-access GPT-4 fine-tuning (supersimple.io)