add readme and odcs

Author: garyzhang99

README.md

@@ -130,6 +130,7 @@ We list some algorithms supported by Trinity-RFT in the following table. For mor
 | AsymRE [[Paper](https://arxiv.org/pdf/2506.20520)] | [[GSM8K Example](https://github.com/modelscope/Trinity-RFT/tree/main/examples/asymre_gsm8k)] | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/advantage_fn/asymre_advantage.py)] | `algorithm_type: asymre` |
 | CISPO [[Paper](https://arxiv.org/pdf/2506.13585)] | - | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/cispo_policy_loss.py)] | `algorithm_type: cispo` |
 | SAPO [[Paper](https://arxiv.org/pdf/2511.20347)] | - | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/sapo_policy_loss.py)] | `algorithm_type: sapo` |
+| On-Policy Distillation [[Blog](https://qwenlm.github.io/blog/tinker/)] [[Paper](https://arxiv.org/pdf/2402.10038)] | [[GSM8K Example](https://github.com/modelscope/Trinity-RFT/tree/main/examples/on_policy_distill)] | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/common/workflows/on_policy_distill_workflow.py)] | `algorithm_type: on_policy_distill` |
 
 
 
@@ -142,7 +143,7 @@ We list some algorithms supported by Trinity-RFT in the following table. For mor
   - [Step 2: prepare dataset and model](#step-2-prepare-dataset-and-model)
   - [Step 3: configurations](#step-3-configurations)
   - [Step 4: run the RFT process](#step-4-run-the-rft-process)
-- [Contribution guide](#contribution-guide)
+- [Contribution Guide](#contribution-guide)
 - [Acknowledgements](#acknowledgements)
 - [Citation](#citation)
 

README_zh.md

@@ -129,6 +129,7 @@ Trinity-RFT 面向不同背景和目标的用户提供相应功能：
 | AsymRE [[论文](https://arxiv.org/pdf/2506.20520)] | [[GSM8K 例子](https://github.com/modelscope/Trinity-RFT/tree/main/examples/asymre_gsm8k)] | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/advantage_fn/asymre_advantage.py)] | `algorithm_type: asymre` |
 | CISPO [[论文](https://arxiv.org/pdf/2506.13585)] | - | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/cispo_policy_loss.py)] | `algorithm_type: cispo` |
 | SAPO [[论文](https://arxiv.org/pdf/2511.20347)] | - | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/sapo_policy_loss.py)] | `algorithm_type: sapo` |
+| On-Policy Distillation [[博客](https://qwenlm.github.io/blog/tinker/)] [[论文](https://arxiv.org/pdf/2402.10038)] | [[GSM8K 示例](https://github.com/modelscope/Trinity-RFT/tree/main/examples/on_policy_distill)] | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/common/workflows/on_policy_distill_workflow.py)] | `algorithm_type: on_policy_distill` |
 
 
 

docs/sphinx_doc/source/main.md

@@ -86,6 +86,8 @@ We list some algorithms supported by Trinity-RFT in the following table. For mor
 | AsymRE [[Paper](https://arxiv.org/pdf/2506.20520)] | [[GSM8K Example](https://github.com/modelscope/Trinity-RFT/tree/main/examples/asymre_gsm8k)] | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/advantage_fn/asymre_advantage.py)] | `algorithm_type: asymre` |
 | CISPO [[Paper](https://arxiv.org/pdf/2506.13585)] | - | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/cispo_policy_loss.py)] | `algorithm_type: cispo` |
 | SAPO [[Paper](https://arxiv.org/pdf/2511.20347)] | - | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/sapo_policy_loss.py)] | `algorithm_type: sapo` |
+| On-Policy Distillation [[Blog](https://qwenlm.github.io/blog/tinker/)] [[Paper](https://arxiv.org/pdf/2402.10038)] | [[GSM8K Example](https://github.com/modelscope/Trinity-RFT/tree/main/examples/on_policy_distill)] | [[Code](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/common/workflows/on_policy_distill_workflow.py)] | `algorithm_type: on_policy_distill` |
+
 
 
 

docs/sphinx_doc/source_zh/main.md

@@ -82,6 +82,7 @@ Trinity-RFT 面向不同背景和目标的用户提供相应功能：
 | AsymRE [[论文](https://arxiv.org/pdf/2506.20520)] | [[GSM8K 例子](https://github.com/modelscope/Trinity-RFT/tree/main/examples/asymre_gsm8k)] | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/advantage_fn/asymre_advantage.py)] | `algorithm_type: asymre` |
 | CISPO [[论文](https://arxiv.org/pdf/2506.13585)] | - | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/cispo_policy_loss.py)] | `algorithm_type: cispo` |
 | SAPO [[论文](https://arxiv.org/pdf/2511.20347)] | - | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/algorithm/policy_loss_fn/sapo_policy_loss.py)] | `algorithm_type: sapo` |
+| On-Policy Distillation [[博客](https://qwenlm.github.io/blog/tinker/)] [[论文](https://arxiv.org/pdf/2402.10038)] | [[GSM8K 示例](https://github.com/modelscope/Trinity-RFT/tree/main/examples/on_policy_distill)] | [[代码](https://github.com/modelscope/Trinity-RFT/tree/main/trinity/common/workflows/on_policy_distill_workflow.py)] | `algorithm_type: on_policy_distill` |