Chinese contentAssetForge：资产增强任务合成助力商业自动化智能体
AssetForge用可重用资产库替代重复基础设施工作，在AutomationBench上准确率提升4.4倍，比传统方法高35.7%。
#Qwen3.6-35B-A3B
9 stories · 0 in 7 days · 4 in 30 days
Stories, products and papers tagged "Qwen3.6-35B-A3B", newest first.
10月14日
Liquid AI open-sources LFM2.5-24B-A2B with 2B active parameters
The 2B active-parameter design targets efficiency over raw capability, so the interesting question is how it trades benchmark rank for cheaper inference against larger dense models. Developers running edge or high-throughput deployments can evaluate the weights directly from the release link. The comparison with Qwen gives a concrete starting point for choosing between the two families.
10月12日
KnowForge Multimodal Document QA System
The separation of search and reading tasks in KnowForge demonstrates a 1.9 F1 improvement over unified approaches, showing that specialized agents outperform generalist models in multimodal QA. Researchers and developers can access the system through the GitHub repository and three indexed benchmarks, making it a practical tool for document analysis tasks that require both information retrieval and comprehension.
9月30日
CTE-Bench for Stateful Software Simulators
This benchmark reveals critical limitations in current AI models' understanding of stateful systems, showing they struggle to track intervention effects without continuous correct feedback. Developers building coding assistants should note that models make compounding errors over time, highlighting the need for robust error handling and state management in AI systems.
9月7日
ACE framework for MoE-based LLMs
ACE improves efficiency for MoE models without retraining, benefiting developers working with large language models in resource-constrained environments.
9月3日
Chinese contentPerplexity 开源 Mac 本地推理引擎 Lily
Perplexity 为 Mac 开发了专用推理引擎 Lily，比 MLX-LM 快 23%-35%，专为 Qwen3.6-35B-A3B 和 Apple Silicon 优化。
Chinese contentPerplexity开源Lily本地推理引擎
Perplexity开源了专为Apple Silicon优化的Lily推理引擎，让Qwen3.6-35B-A3B在本地运行更高效。
Chinese contentQwen3.6-35B-A3B 在 MacBook Pro 上性能测试
Qwen3.6-35B-A3B 在苹果笔记本上跑得比 MLX-LM 还快，吞吐量提升超 20%，质量不打折。