Fine-Tuning Mistral-7B for Sarcasm with LoRA and 4-Bit Quantization
August 5, 2025
A seasoned fine-tuner’s take: teaching Mistral-7B sarcasm with LoRA, 4-bit quantization, and ~700 examples—because adding wit to chatbots is fun and useful.
A seasoned fine-tuner’s take: teaching Mistral-7B sarcasm with LoRA, 4-bit quantization, and ~700 examples—because adding wit to chatbots is fun and useful.
Models with just 135M to 7B parameters started outperforming their heavyweight counterparts on real-world tasks. Learn why smaller is smarter and how SLMs deliver 10x cost reduction with 5x faster inference.