BigCode Unveils Self-Aligned Code LLM
Prepare to be amazed by the latest breakthrough from BigCode: the unveiling of StarCoder2-Instruct, the pioneering self-aligned code Language Model (LLM) trained with a transparent and permissive pipeline. This cutting-edge advancement marks a significant milestone in the realm of code LLMs, offering unprecedented transparency and flexibility in its training process. By leveraging its own capabilities, StarCoder2-Instruct autonomously generates thousands of instruction-response pairs, eliminating the need for human annotations. With a remarkable achievement of 72.6 on HumanEval, StarCoder2-Instruct sets a new standard for code LLM performance without human intervention. Delve into the intricate methodology behind StarCoder2-Instruct's creation, which involves a meticulous process of seed code snippet collection, type checking, in-context learning, and sandbox environment testing. Witness the power of self-instruction as StarCoder2-Instruct fine-tunes itself on the generated dataset, paving the way for a new era of autonomous code understanding and generation.