Fine-Tuning Code GenAI model on Google Colab T4 GPU: A Step-by-Step Guide | TO THE NEW Blog
Summary
However, by leveraging LoRA (Low-Rank Adaptation) and quantization techniques with libraries such as `BitsAndNytes` and `PEFT`, you can fine-tune Starcoder2 on a free Google Colab T4 instance. This blog explores how you can achieve high-quality code generation results on limited hardware, making it an affordable option for those interested in model training but restricted by resource availability. • By utilizing tools like `bitsandbytes`, fine-tuning models at 4-bit precision drastically reduces memory usage while maintaining performance. TO THE NEW, a leader in digital technology services empowers businesses across industries to leverage the transformative power of AI and Machine Learning. Our team of 2000+ passionate experts combines the power of Cloud, Data, and AI to design and build innovative digital platforms that unlock new possibilities.
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