Program-Agent
The component of the ProgramGym framework responsible for executing development tasks. It adopts a role-isolated workflow that divides the development process into analysis, implementation, and review phases, and introduces a revision management mechanism to handle compilation checks and failure recovery.
Timeline (last 90 days)
The ProgramGym framework consists of two core components: Program-Env, which is responsible for building the training environment, and Program-Agent, which is responsible for executing development tasks.
Program-Agent adopts a role-separated workflow that breaks down the development process into three phases: analysis, implementation, and review.
Program-Agent introduces a revision management mechanism specifically to handle compilation checks and failure recovery.
Program-Agent pushed the base model and the supervised fine-tuned model to 55.71% and 56.25%, respectively.
Both scores after the Program-Agent workflow surpassed those of some flagship-level models.
All Facts (5)
The ProgramGym framework consists of two core components: Program-Env, which is responsible for building the training environment, and Program-Agent, which is responsible for executing development tasks.
50%UnverifiedProgram-Agent adopts a role-separated workflow that breaks down the development process into three phases: analysis, implementation, and review.
50%UnverifiedProgram-Agent introduces a revision management mechanism specifically to handle compilation checks and failure recovery.
50%UnverifiedProgram-Agent pushed the base model and the supervised fine-tuned model to 55.71% and 56.25%, respectively.
50%UnverifiedBoth scores after the Program-Agent workflow surpassed those of some flagship-level models.
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