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5454### 基础能力
5555
56- - [ ] 支持多模态模型
56+ - [x ] 支持多模态模型
5757- [ ] 支持megatron VPP
5858- [ ] 支持liger kernel
5959- [ ] 支持transformers模型的ulysses/ring-attention
6060- [ ] 兼容transformers v5的tp、pp
6161- [ ] 支持多轮RL
6262- [ ] 支持gym训练
63- - [ ] 支持GAPO、GSPO算法
63+ - [x ] 支持GAPO、GSPO算法
6464- [ ] 支持GKD、on-policy-distill等蒸馏算法
6565- [ ] 支持DPO对齐训练
6666- [ ] 支持colocate RL训练
67- - [ ] Preprocess支持batched
68- - [ ] 对多replica的支持和粘滞路由
67+ - [x ] Preprocess支持batched
68+ - [x ] 对多replica的支持和粘滞路由
6969
7070### 网络能力
7171
7272## English
7373
7474### Core Capabilities
7575
76- - [ ] Support for multimodal models
76+ - [x ] Support for multimodal models
7777- [ ] Support for Megatron VPP
7878- [ ] Support for Liger kernel
7979- [ ] Support for Ulysses/Ring-Attention for Transformers models
8080- [ ] Compatibility with Transformers v5 TP and PP
8181- [ ] Support for multi-turn RL
8282- [ ] Support for Gym training
83- - [ ] Support for GAPO and GSPO algorithms
83+ - [x ] Support for GAPO and GSPO algorithms
8484- [ ] Support for distillation algorithms such as GKD and on-policy distillation
8585- [ ] Support for DPO alignment training
8686- [ ] Support for colocate RL training
87- - [ ] Support for batched preprocessing
88- - [ ] Support for multiple replicas and sticky routing
87+ - [x ] Support for batched preprocessing
88+ - [x ] Support for multiple replicas and sticky routing
8989
9090### Networking Capabilities
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