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Home Tag PEFT

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Meet Astraios - a suite of AI models consisting of 28 OctoCoders fine-tuned by instructions across all scales and PEFT methods

Meet Astraios – a suite of AI models consisting of 28 OctoCoders fine-tuned by instructions across all scales and PEFT methods

by Technical Terrence Team

Recent research highlights the success of large language models (LLMs) trained on code, which excel in various software engineering tasks. ...

Overview of PEFT: State-of-the-art Parameter-Efficient Fine-Tuning

Overview of PEFT: State-of-the-art Parameter-Efficient Fine-Tuning

by Technical Terrence Team

Image by Author As large language models (LLMs) such as GPT-3.5, LLaMA2, and PaLM2 grow ever larger in scale, fine-tuning ...

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