CASE EVIDENCE / A RECORD
Independent researcher (togethercomputer/MoA issue #41) 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-27T05:40:00Z。
原始记录：Researcher uses DeepSeek LLM 67B Chat as intermediate layer in Mixture of Agents for GSM8K math reasoning
Chinese Brief
Independent researcher (togethercomputer/MoA issue #41) 公开的研究与报告生成案例，来源为 公开代码库，复核于 2026-06-27T05:40:00Z。 Model Atlas 将它标记为 A 类证据，因为它同时具备具体使用者、具体任务、公开原始证据和可访问产物。 Model Atlas 不把 benchmark、教程、发布说明或集合页包装成真实案例。
任务
这是一个围绕研究分析和报告生成的真实任务，公开材料可以回溯到具体使用者和具体产物。 原始资料写作：A researcher configured a Mixture of Agents (MoA) pipeline using deepseek-llm-67b-chat as one of five intermediate-layer reference models alongside WizardLM-2-8x22B, Mixtral-8x7B-Instruct, Qwen2-72B-Instruct, and Llama-…
公开材料提供公开代码、README 或项目配置，可用于核验任务结果、项目形态和模型绑定关系。 原始资料写作：The MoA configuration including deepseek-llm-67b-chat as an intermediate model did not outperform the single-model (no MoA) baseline on GSM8K. Both settings achieved equally on math reasoning, suggesting that for this s…
DeepSeek LLM 67B Chat 在该案例中承担研究分析和报告生成相关的生成、分析、编排或实现角色。 原始资料写作：DeepSeek LLM 67B Chat contributed as one of five diverse intermediate reasoning models in the MoA ensemble. Its inclusion provided another perspective in the aggregation step, though the experiment showed diminishing re…
当前判断基于公开材料；若产物下线、仓库变更或模型参与比例仅来自作者自述，需要在引用前重新复核。 原始资料写作：Research experiment, not production deployment; MoA is a specific ensemble technique; single model results not individually reported for deepseek-llm-67b-chat in isolation.