Fine-tune DeepSeek models using your own markdown files as training data. Converts your notes/docs into high-quality Q&A pairs using Gemini, then trains a personalized LLM via Tinker cloud GPUs.
This article summarizes various techniques and goals of language model finetuning, including knowledge injection and alignment, and discusses the effectiveness of different approaches such as instruction tuning and supervised fine-tuning.
