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v1.9.1
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中文版
基准测试数据集
智能体评测: 新增 Claw-Eval (#1487 )、ResearchRubrics (#1478 )、Toolathlon 智能体基准测试
多模态评测: 新增 TVBench 视频理解基准测试 (#1471 )
通用评测: 新增 WideSearch、PerspectiveGap (#1461 ) 基准测试
功能增强
性能测试: 新增 workload_trace 数据集插件,支持生产流量回放 (#1494 )
性能测试: 统一 --dataset-args 参数,支持固定长度输入 (#1483 , #1495 )
性能测试: 新增 /v1/rerank endpoint 支持 (#1498 )
Web 服务: Dashboard 新增性能测试归档(archive)功能 (#1484 )
模型支持: 支持 Anthropic prompt caching (#1444 )
安全增强: 使用 SecretStr 对 eval / perf 密钥进行脱敏 (#1490 )
性能优化: 重构 benchmark 数据集加载逻辑 (#1482 );优化 config 与 CLI 冷启动导入 (#1491 )
前端优化: 加固前端工作流与报告生成 (#1492 )
问题修复
修复 evaluator 样本总数日志,并对 per-subset --limit 给出警告 (#1497 )
修复 Windows 下代码执行评分问题 (#1488 )
修复 line_by_line 数据集 dict body 字段处理 (#1485 )
修复多行 SSE 格式(id/event/data)解析问题 (#1474 )
修复 trivia_qa prompt 及 repeats 格式化问题 (#1476 )
修复 agent 沙箱命令超时未终止问题
修复 swe-bench 沙箱环境变量传递问题 (#1470 )
修复 bfcl OpenAI base URL 归一化问题 (#1468 )
修复 scicode 依赖,锁定 scipy < 1.14 (#1467 )
修复 openai 流式响应中断重试问题 (#1464 )
修复 openai 流式 TTFT 未包含 delta.reasoning 的问题 (#1463 )
修复 sandbox manager stop 失败后的资源清理问题 (#1465 )
English Version
Benchmark Datasets
Agent Evaluation: Added Claw-Eval (#1487 ), ResearchRubrics (#1478 ), and Toolathlon agent benchmarks
Multimodal Evaluation: Added TVBench video understanding benchmark (#1471 )
General Evaluation: Added WideSearch and PerspectiveGap (#1461 ) benchmarks
Feature Enhancements
Performance Testing: Added workload_trace dataset plugin for production traffic replay (#1494 )
Performance Testing: Unified --dataset-args with fixed-length input support (#1483 , #1495 )
Performance Testing: Added /v1/rerank endpoint support (#1498 )
Web Service: Added performance benchmark archive to the dashboard (#1484 )
Model Support: Added Anthropic prompt caching support (#1444 )
Security: Masked eval / perf secrets with SecretStr (#1490 )
Performance: Refactored benchmark dataset loading (#1482 ); refined config and CLI cold-start imports (#1491 )
Frontend: Hardened frontend workflows and reporting (#1492 )
Bug Fixes
Fixed resolved sample total logging and added warning for per-subset --limit (#1497 )
Fixed code execution scoring on Windows (#1488 )
Fixed dict body field handling in line_by_line dataset (#1485 )
Fixed multi-line SSE parsing with id, event, and data fields (#1474 )
Fixed trivia_qa prompt and repeats formatting (#1476 )
Fixed agent sandbox commands not terminating on timeout
Fixed sandbox environment variable passing for swe-bench (#1470 )
Fixed OpenAI base URL normalization for bfcl (#1468 )
Fixed scicode dependency by pinning scipy below 1.14 (#1467 )
Fixed retry on interrupted OpenAI streaming responses (#1464 )
Fixed missing delta.reasoning in OpenAI streaming TTFT (#1463 )
Fixed resource cleanup after sandbox manager stop failure (#1465 )
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