Meta这回把编码智能体和模型一起发了，1.2版本在代码生成和调试上更强，还专门跟自家工具链配合，写代码的可以试试。
Meta推出编码智能体Muse Code，并同步发布Muse Spark 1.2。该版本是1.1的编码专项更新，重点提升代码生成、复杂调试和代码库理解能力。训练上大幅增加编码任务算力，并扩展训练环境多样性。模型通过长周期编码任务训练，支持仓库级生成和端到端项目开发。Muse Spark 1.2与Muse Code协同训练，优化了目标管理、任务压缩和子智能体协作。
Introducing Muse Code and Muse Spark 1.2
Introducing Muse Code and Muse Spark 1.2 Yet more evidence that the most important characteristic of any model these days is long-sequence agentic tool calling. Meta shipped their own coding agent as part of getting that to work! Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1, with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows. In Muse Spark 1.2, we significantly scaled up training compute on coding tasks while expanding training environment diversity. The model also maintains its strength in other key areas like general agents. [...] We co-trained Muse Spark 1.2 with Muse Code to ensure the model exhibits its best performance and coding usability when paired together. The training included rejection sampled harness trajectories and recipe optimizations for goals, compaction, and subagents, alongside the integration of the Muse Code toolset to maximize harness compatibility. [...] Muse Spark 1.2 was extensively trained on long-horizon coding tasks, including whole-repository generation, large end-to-end projects, and auto-research. Here's a pelican riding a bicycle SVG produced by Muse Spark 1.2 : You can see the Spark 1.1 pelican from 9th July here . I think the 1.2 pelican is a small but material improvement. Via Hacker News Tags: ai , generative-ai , llms , meta , pelican-riding-a-bicycle , llm-release , coding-agents