The post introduces AI frameworks Autogen, CrewAI, and LangGraph, highlighting their unique capabilities in creating intelligent agents. Autogen simplifies code generation, CrewAI enhances collaboration among agents, and LangGraph excels in natural language processing. Each…
QLoRA, or Quantized Low-Rank Adaptation, is an innovative technique enhancing AI model training efficiency, speed, and memory usage. By combining quantization and low-rank adaptation, it allows for faster deployment of large language models while…
OpenAI provides fine-tuning for their pretrained models, enhancing API performance through tailored training and extensive datasets. The process includes data preparation, model adaptation, and ongoing evaluation. Once fine-tuned, models need fewer prompts for effective…
