Meet Astraios: An AI Model Suite Consisting of 28 Instruction-Tuned OctoCoder Across Scales and PEFT Methods

Recent research highlights the success of Large Language Models (LLMs) trained on Code, excelling at diverse software engineering tasks. These models fall into three primary paradigms: (i) Code LLMs specialized in code completion, (ii) Task-specific Code LLMs fine-tuned for individual tasks, and (iii) Instruction-tuned Code LLMs adept at adhering to human instructions and demonstrating robustness […]

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