From fb0be9bc56796669a7585785ce111cc0994bcb1f Mon Sep 17 00:00:00 2001 From: yanxi-chen Date: Wed, 29 Oct 2025 17:45:35 +0800 Subject: [PATCH 1/5] Update readme --- README.md | 70 ++++++------------ .../assets/trinity_data_process.png | Bin 104868 -> 558801 bytes 2 files changed, 22 insertions(+), 48 deletions(-) diff --git a/README.md b/README.md index ac58d5aab0..a925003ebd 100644 --- a/README.md +++ b/README.md @@ -31,29 +31,35 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni - Example: [Mixture of SFT and GRPO](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html) * 📊 For data engineers. [[tutorial]](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_operator.html) - - Create task-specific datasets and build data pipelines for cleaning, augmentation, and human-in-the-loop scenarios. + - Create datasets and build data pipelines for cleaning, augmentation, and human-in-the-loop scenarios. - Example: [Data Processing](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) ## 🌟 Key Features * **Flexible RFT Modes:** - - Supports synchronous/asynchronous, on-policy/off-policy, and online/offline training. Rollout and training can run separately and scale independently across devices. + - Supports synchronous/asynchronous, on-policy/off-policy, and online/offline RL. + - Rollout and training can run separately and scale independently across devices. + - Boost sample and time efficiency by experience replay. RFT modes supported by Trinity-RFT -* **General Agentic-RL Support:** - - Supports both concatenated and general multi-turn agentic workflows. Able to directly train agent applications developed using agent frameworks like AgentScope. +* **Agentic RL Support:** + - Supports both concatenated and general multi-step agentic workflows. + - Able to directly train agent applications developed using agent frameworks like AgentScope. Agentic workflows -* **Full Lifecycle Data Pipelines:** - - Enables pipeline processing of rollout and experience data, supporting active management (prioritization, cleaning, augmentation) throughout the RFT lifecycle. +* **Full-Lifecycle Data Pipelines:** + - Enables pipeline processing of rollout tasks and experience samples. + - Support active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. + - Native support for multi-task joint learning. - Data pipeline design + Data pipeline design * **User-Friendly Design:** - - Modular, decoupled architecture for easy adoption and development. Rich graphical user interfaces enable low-code usage. + - Plug-and-play modules and decoupled architecture, facilitating easy adoption and development. + - Rich graphical user interfaces enable low-code usage. System architecture @@ -303,46 +309,14 @@ For studio users, click "Run" in the web interface. > [!NOTE] > For more tutorials, please refer to the [Trinity-RFT Documentation](https://modelscope.github.io/Trinity-RFT/). +| Category | Tutorial / Guideline | +| --- | --- | +| Run diverse RFT modes | + [Quick example: GRPO on GSM8k](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_basic.html)
+ [Off-policy RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_advanced.html)
+ [Fully asynchronous RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_async_mode.html)
+ [Offline learning by DPO or SFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_dpo.html) | +| Multi-step agentic scenarios | + [Concatenated multi-turn workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_multi_turn.html)
+ [General multi-step workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_step_wise.html)
+ [ReAct workflow with an agent framework](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_react.html) | +| Advanced Data pipelines | + [Rollout task mixing and selection](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_selector.html)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) | +| Algorithm development / research | + [RL algorithm development with Trinity-RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html)
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k)| +| Going deeper into Trinity-RFT | + [Full configurations](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html)
+ [Benchmark toolkit for quick verification and experimentation](./benchmark/README.md)
+ [Understand the coordination between explorer and trainer](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/synchronizer.html) | -Tutorials for running different RFT modes: - -+ [Quick example: GRPO on GSM8k](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_basic.html) -+ [Off-policy RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_advanced.html) -+ [Fully asynchronous RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_async_mode.html) -+ [Offline learning by DPO or SFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_dpo.html) - - -Tutorials for adapting Trinity-RFT to multi-step agentic scenarios: - -+ [Concatenated multi-turn workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_multi_turn.html) -+ [General multi-step workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_step_wise.html) -+ [ReAct workflow with an agent framework](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_react.html) - - -Tutorials for data-related functionalities: - -+ [Advanced data processing & human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) - - -Tutorials for RL algorithm development/research with Trinity-RFT: - -+ [RL algorithm development with Trinity-RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html) - - -Guidelines for full configurations: - -+ See [this document](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html) - - -Guidelines for developers and researchers: - -+ [Benchmark Toolkit for quick verification and experimentation](./benchmark/README.md) -+ [Understand the coordination between explorer and trainer](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/synchronizer.html) - - -## Upcoming features - -A tentative roadmap: [#51](https://github.com/modelscope/Trinity-RFT/issues/51) ## Contribution guide @@ -356,7 +330,7 @@ See [CONTRIBUTING.md](./CONTRIBUTING.md) for detailed contribution guidelines. This project is built upon many excellent open-source projects, including: -+ [verl](https://github.com/volcengine/verl) and [PyTorch's FSDP](https://pytorch.org/docs/stable/fsdp.html) for LLM training; ++ [verl](https://github.com/volcengine/verl), [FSDP](https://pytorch.org/docs/stable/fsdp.html) and [Megatron-LM](https://github.com/NVIDIA/Megatron-LM) for LLM training; + [vLLM](https://github.com/vllm-project/vllm) for LLM inference; + [Data-Juicer](https://github.com/modelscope/data-juicer?tab=readme-ov-file) for data processing pipelines; + [AgentScope](https://github.com/agentscope-ai/agentscope) for agentic workflow; diff --git a/docs/sphinx_doc/assets/trinity_data_process.png b/docs/sphinx_doc/assets/trinity_data_process.png index a99584943b73e8b445524865f2c8c1f42dc838bd..3e0ed69f879d2e802178fd7d005a5362eb2a98d6 100644 GIT binary patch literal 558801 zcmeFZX;f3$)+mZaDOPEb!Uj~DSaK}n2t-8skd%cI6(xmO^biFl(gp-11d?c>f*_>q 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+++++++++++++++++++-------------------- 1 file changed, 19 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index a925003ebd..23c6868a64 100644 --- a/README.md +++ b/README.md @@ -64,9 +64,25 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni System architecture +## 🔨 Tutorials and Guidelines + + +| Category | Tutorial / Guideline | +| --- | --- | +| Run diverse RFT modes | + [Quick example: GRPO on GSM8k](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_basic.html)
+ [Off-policy RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_advanced.html)
+ [Fully asynchronous RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_async_mode.html)
+ [Offline learning by DPO or SFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_dpo.html) | +| Multi-step agentic scenarios | + [Concatenated multi-turn workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_multi_turn.html)
+ [General multi-step workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_step_wise.html)
+ [ReAct workflow with an agent framework](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_react.html) | +| Advanced Data pipelines | + [Rollout task mixing and selection](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_selector.html)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) | +| Algorithm development / research | + [RL algorithm development with Trinity-RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html)
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k)| +| Going deeper into Trinity-RFT | + [Full configurations](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html)
+ [Benchmark toolkit for quick verification and experimentation](./benchmark/README.md)
+ [Understand the coordination between explorer and trainer](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/synchronizer.html) | + + +> [!NOTE] +> For more tutorials, please refer to the [Trinity-RFT Documentation](https://modelscope.github.io/Trinity-RFT/). + + ## 🚀 News -* [2025-10] ✨ [[Release Notes](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.3.1)] Trinity-RFT v0.3.1 released: multi-stage training support, improved agentic RL examples, LoRA support, debug mode and new RL algorithms. +* [2025-10] [[Release Notes](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.3.1)] Trinity-RFT v0.3.1 released: multi-stage training support, improved agentic RL examples, LoRA support, debug mode and new RL algorithms. * [2025-09] [[Release Notes](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.3.0)] Trinity-RFT v0.3.0 released: enhanced Buffer, FSDP2 & Megatron support, multi-modal models, and new RL algorithms/examples. * [2025-08] Introducing [CHORD](https://github.com/modelscope/Trinity-RFT/tree/main/examples/mix_chord): dynamic SFT + RL integration for advanced LLM fine-tuning ([paper](https://arxiv.org/pdf/2508.11408)). * [2025-08] [[Release Notes](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.2.1)] Trinity-RFT v0.2.1 released. @@ -79,16 +95,13 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni --- -## Table of contents - +## Table of Contents - [Quick Start](#quick-start) - [Step 1: installation](#step-1-installation) - [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) -- [Further tutorials](#further-tutorials) -- [Upcoming features](#upcoming-features) - [Contribution guide](#contribution-guide) - [Acknowledgements](#acknowledgements) - [Citation](#citation) @@ -304,22 +317,8 @@ trinity run --config examples/grpo_gsm8k/gsm8k.yaml For studio users, click "Run" in the web interface. -## Further tutorials - -> [!NOTE] -> For more tutorials, please refer to the [Trinity-RFT Documentation](https://modelscope.github.io/Trinity-RFT/). - -| Category | Tutorial / Guideline | -| --- | --- | -| Run diverse RFT modes | + [Quick example: GRPO on GSM8k](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_basic.html)
+ [Off-policy RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_advanced.html)
+ [Fully asynchronous RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_async_mode.html)
+ [Offline learning by DPO or SFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_dpo.html) | -| Multi-step agentic scenarios | + [Concatenated multi-turn workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_multi_turn.html)
+ [General multi-step workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_step_wise.html)
+ [ReAct workflow with an agent framework](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_react.html) | -| Advanced Data pipelines | + [Rollout task mixing and selection](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_selector.html)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) | -| Algorithm development / research | + [RL algorithm development with Trinity-RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html)
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k)| -| Going deeper into Trinity-RFT | + [Full configurations](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html)
+ [Benchmark toolkit for quick verification and experimentation](./benchmark/README.md)
+ [Understand the coordination between explorer and trainer](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/synchronizer.html) | - - -## Contribution guide +## Contribution Guide This project is currently under active development, and we welcome contributions from the community! From e6ed233125050ede3a86173d8023a3215c4916a3 Mon Sep 17 00:00:00 2001 From: yanxi-chen Date: Wed, 29 Oct 2025 20:29:24 +0800 Subject: [PATCH 3/5] Update zh readme --- README.md | 10 +-- README_zh.md | 101 ++++++++++++------------------ docs/sphinx_doc/source/main.md | 35 ++++++++--- docs/sphinx_doc/source_zh/main.md | 42 ++++++++++--- 4 files changed, 104 insertions(+), 84 deletions(-) diff --git a/README.md b/README.md index 23c6868a64..49f7357ebe 100644 --- a/README.md +++ b/README.md @@ -72,12 +72,12 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni | Run diverse RFT modes | + [Quick example: GRPO on GSM8k](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_basic.html)
+ [Off-policy RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_advanced.html)
+ [Fully asynchronous RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_async_mode.html)
+ [Offline learning by DPO or SFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_dpo.html) | | Multi-step agentic scenarios | + [Concatenated multi-turn workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_multi_turn.html)
+ [General multi-step workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_step_wise.html)
+ [ReAct workflow with an agent framework](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_react.html) | | Advanced Data pipelines | + [Rollout task mixing and selection](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_selector.html)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) | -| Algorithm development / research | + [RL algorithm development with Trinity-RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html)
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k)| +| Algorithm development / research | + [RL algorithm development with Trinity-RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html) ([paper](https://arxiv.org/pdf/2508.11408))
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k) ([paper](https://arxiv.org/abs/2509.24203))| | Going deeper into Trinity-RFT | + [Full configurations](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html)
+ [Benchmark toolkit for quick verification and experimentation](./benchmark/README.md)
+ [Understand the coordination between explorer and trainer](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/synchronizer.html) | > [!NOTE] -> For more tutorials, please refer to the [Trinity-RFT Documentation](https://modelscope.github.io/Trinity-RFT/). +> For more tutorials, please refer to the [Trinity-RFT documentation](https://modelscope.github.io/Trinity-RFT/). ## 🚀 News @@ -120,7 +120,7 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni Before installing, make sure your system meets the following requirements: - **Python**: version 3.10 to 3.12 (inclusive) -- **CUDA**: version 12.4 to 12.8 (inclusive) +- **CUDA**: version >= 12.6 - **GPUs**: at least 2 GPUs @@ -295,7 +295,9 @@ ray start --head ray start --address= ``` -(Optional) Log in to [wandb](https://docs.wandb.ai/quickstart/) for better monitoring: +(Optional) You may use [Wandb](https://docs.wandb.ai/quickstart/) / [TensorBoard](https://www.tensorflow.org/tensorboard) / [MLFlow](https://mlflow.org) for better monitoring. +Please refer to [this documentation](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html#monitor-configuration) for the corresponding configurations. +For example, to log in to Wandb: ```shell export WANDB_API_KEY= diff --git a/README_zh.md b/README_zh.md index 8dadb307ef..1122f4cf88 100644 --- a/README_zh.md +++ b/README_zh.md @@ -28,38 +28,62 @@ Trinity-RFT 是一个灵活、通用的大语言模型(LLM)强化微调(RF * 🧠 面向 RL 算法研究者。[[教程]](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/develop_algorithm.html) - 在简洁、可插拔的类中设计和验证新的 RL 算法 - - 示例:[SFT/GRPO混合算法](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_mix_algo.html) + - 示例:[SFT/RL 混合算法](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_mix_algo.html) * 📊 面向数据工程师。[[教程]](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/develop_operator.html) - - 设计任务定制数据集,构建数据流水线以支持清洗、增强和人类参与场景 + - 设计针对任务定制的数据集,构建处理流水线以支持数据清洗、增强以及人类参与场景 - 示例:[数据处理](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_data_functionalities.html) # 🌟 核心特性 * **灵活的 RFT 模式:** - - 支持同步/异步、on-policy/off-policy 以及在线/离线训练。采样与训练可分离运行,并可在多设备上独立扩展。 + - 支持同步/异步、on-policy/off-policy 以及在线/离线强化学习 + - 采样与训练可分离运行,并可在多设备上独立扩展 + - 支持经验回放,进一步提升样本与时间效率 Trinity-RFT 支持的 RFT 模式 -* **通用 Agentic-RL:** - - 支持拼接式和通用多轮交互,能够直接训练使用 AgentScope 等智能体框架开发的 Agent 应用。 +* **Agentic RL 支持:** + - 支持拼接式多轮和通用多轮交互 + - 能够直接训练使用 AgentScope 等智能体框架开发的 Agent 应用 智能体工作流 * **全流程的数据流水线:** - - 支持 rollout 和经验数据的流水线处理,贯穿 RFT 生命周期实现主动管理(优先级、清洗、增强等)。 + - 支持 rollout 任务和经验数据的流水线处理 + - 贯穿 RFT 生命周期的主动数据管理(优先级排序、清洗、增强等) + - 原生支持多任务联合训练 - 数据流水线设计 + 数据流水线设计 * **用户友好的框架设计:** - - 模块化、解耦架构,便于快速上手和二次开发。丰富的图形界面支持低代码使用。 + - 即插即用模块与解耦式架构,便于快速上手和二次开发 + - 丰富的图形界面,支持低代码使用 系统架构 + +## 🔨 教程与指南 + + +| Category | Tutorial / Guideline | +| --- | --- | +| 运行各种 RFT 模式 | + [快速开始:在 GSM8k 上运行 GRPO](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_basic.html)
+ [Off-policy RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_advanced.html)
+ [全异步 RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_async_mode.html)
+ [通过 DPO 或 SFT 进行离线学习](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_dpo.html) | +| 多轮智能体场景 | + [拼接多轮任务](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_multi_turn.html)
+ [通用多轮任务](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_step_wise.html)
+ [调用智能体框架中的 ReAct 工作流](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_react.html) | +| 数据流水线进阶能力 | + [Rollout 任务混合与选取](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_selector.html)
+ [经验回放](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [高级数据处理能力 & Human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) | +| RL 算法开发/研究 | + [使用 Trinity-RFT 进行 RL 算法开发](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html) ([论文](https://arxiv.org/pdf/2508.11408))
+ 不可验证的领域:[RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [可训练 RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [研究项目: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k) ([论文](https://arxiv.org/abs/2509.24203)) | +| 深入认识 Trinity-RFT | + [完整配置指南](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html)
+ [用于快速验证和实验的 Benchmark 工具](./benchmark/README.md)
+ [理解 explorer-trainer 同步逻辑](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/synchronizer.html) | + + +> [!NOTE] +> 更多教程请参考 [Trinity-RFT 文档](https://modelscope.github.io/Trinity-RFT/)。 + + + ## 🚀 新闻 -* [2025-10] ✨ [[发布说明](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.3.1)] Trinity-RFT v0.3.1 发布:多阶段训练支持、改进的智能体 RL 示例、LoRA 支持、调试模式和全新 RL 算法。 +* [2025-10] [[发布说明](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.3.1)] Trinity-RFT v0.3.1 发布:多阶段训练支持、改进的智能体 RL 示例、LoRA 支持、调试模式和全新 RL 算法。 * [2025-09] [[发布说明](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.3.0)] Trinity-RFT v0.3.0 发布:增强的 Buffer、FSDP2 & Megatron 支持,多模态模型,以及全新 RL 算法/示例。 * [2025-08] 推出 [CHORD](https://github.com/modelscope/Trinity-RFT/tree/main/examples/mix_chord):动态 SFT + RL 集成,实现进阶 LLM 微调([论文](https://arxiv.org/pdf/2508.11408))。 * [2025-08] [[发布说明](https://github.com/modelscope/Trinity-RFT/releases/tag/v0.2.1)] Trinity-RFT v0.2.1 发布。 @@ -79,8 +103,6 @@ Trinity-RFT 是一个灵活、通用的大语言模型(LLM)强化微调(RF - [第二步:准备数据集和模型](#第二步准备数据集和模型) - [第三步:准备配置文件](#第三步准备配置文件) - [第四步:运行 RFT 流程](#第四步运行-rft-流程) -- [更多教程](#更多教程) -- [开发路线图](#开发路线图) - [贡献指南](#贡献指南) - [致谢](#致谢) - [引用](#引用) @@ -99,7 +121,7 @@ Trinity-RFT 是一个灵活、通用的大语言模型(LLM)强化微调(RF 在安装之前,请确保您的系统满足以下要求: - **Python**:版本 3.10 至 3.12(含) -- **CUDA**:版本 12.4 至 12.8(含) +- **CUDA**:版本 >= 12.6 - **GPU**:至少 2 块 GPU ## 源码安装(推荐) @@ -272,7 +294,9 @@ ray start --head ray start --address= ``` -(可选)登录 [wandb](https://docs.wandb.ai/quickstart/) 以便更好地监控 RFT 过程: +(可选)您可以使用 [Wandb](https://docs.wandb.ai/quickstart/) / [TensorBoard](https://www.tensorflow.org/tensorboard) / [MLFlow](https://mlflow.org) 等工具,更方便地监控训练流程。 +相应的配置方法请参考 [这个文档](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html#monitor-configuration)。 +比如使用 Wandb 时,您需要先登录: ```shell export WANDB_API_KEY= @@ -294,53 +318,6 @@ trinity run --config examples/grpo_gsm8k/gsm8k.yaml 对于 Studio 用户,在 Web 界面中点击“运行”。 -## 更多教程 - -> [!NOTE] -> 更多教程请参考 [Trinity-RFT 文档](https://modelscope.github.io/Trinity-RFT/)。 - -运行不同 RFT 模式的教程: - -+ [快速开始:在 GSM8k 上运行 GRPO](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_reasoning_basic.html) -+ [Off-Policy RFT](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_reasoning_advanced.html) -+ [全异步 RFT](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_async_mode.html) -+ [通过 DPO 或 SFT 进行离线学习](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_dpo.html) - - -将 Trinity-RFT 适配到新的多轮智能体场景的教程: - -+ [拼接多轮任务](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_multi_turn.html) -+ [通用多轮任务](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_step_wise.html) -+ [调用智能体框架中的 ReAct 工作流](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_react.html) - - -数据相关功能的教程: - -+ [高级数据处理及 Human-in-the-loop](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_data_functionalities.html) - - -使用 Trinity-RFT 进行 RL 算法开发/研究的教程: - -+ [使用 Trinity-RFT 进行 RL 算法开发](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/example_mix_algo.html) - - -完整配置指南: - -+ 请参阅[此文档](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/trinity_configs.html) - - -面向开发者和研究人员的指南: - -+ [用于快速验证实验的 Benchmark 工具](./benchmark/README.md) -+ [理解 explorer-trainer 同步逻辑](https://modelscope.github.io/Trinity-RFT/zh/main/tutorial/synchronizer.html) - - - -## 开发路线图 - -路线图:[#51](https://github.com/modelscope/Trinity-RFT/issues/51) - - ## 贡献指南 @@ -356,9 +333,9 @@ trinity run --config examples/grpo_gsm8k/gsm8k.yaml 本项目基于许多优秀的开源项目构建,包括: -+ [verl](https://github.com/volcengine/verl) 和 [PyTorch's FSDP](https://pytorch.org/docs/stable/fsdp.html) 用于大模型训练; ++ [verl](https://github.com/volcengine/verl),[FSDP](https://pytorch.org/docs/stable/fsdp.html) 和 [Megatron-LM](https://github.com/NVIDIA/Megatron-LM) 用于大模型训练; + [vLLM](https://github.com/vllm-project/vllm) 用于大模型推理; -+ [Data-Juicer](https://github.com/modelscope/data-juicer?tab=readme-ov-file) 用于数据处理管道; ++ [Data-Juicer](https://github.com/modelscope/data-juicer?tab=readme-ov-file) 用于数据处理流水线; + [AgentScope](https://github.com/agentscope-ai/agentscope) 用于智能体工作流; + [Ray](https://github.com/ray-project/ray) 用于分布式系统; + 我们也从 [OpenRLHF](https://github.com/OpenRLHF/OpenRLHF)、[TRL](https://github.com/huggingface/trl) 和 [ChatLearn](https://github.com/alibaba/ChatLearn) 等框架中汲取了灵感; diff --git a/docs/sphinx_doc/source/main.md b/docs/sphinx_doc/source/main.md index 2ed44e5b54..81e0493278 100644 --- a/docs/sphinx_doc/source/main.md +++ b/docs/sphinx_doc/source/main.md @@ -11,33 +11,52 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni - Example: [Mixture of SFT and GRPO](/tutorial/example_mix_algo.md) * 📊 For data engineers. [[tutorial]](/tutorial/develop_operator.md) - - Create task-specific datasets and build data pipelines for cleaning, augmentation, and human-in-the-loop scenarios. + - Create datasets and build data pipelines for cleaning, augmentation, and human-in-the-loop scenarios. - Example: [Data Processing](/tutorial/example_data_functionalities.md) ## 🌟 Key Features * **Flexible RFT Modes:** - - Supports synchronous/asynchronous, on-policy/off-policy, and online/offline training. Rollout and training can run separately and scale independently across devices. + - Supports synchronous/asynchronous, on-policy/off-policy, and online/offline RL. + - Rollout and training can run separately and scale independently across devices. + - Boost sample and time efficiency by experience replay. RFT modes supported by Trinity-RFT -* **General Agentic-RL Support:** - - Supports both concatenated and general multi-turn agentic workflows. Able to directly train agent applications developed using agent frameworks like AgentScope. +* **Agentic RL Support:** + - Supports both concatenated and general multi-step agentic workflows. + - Able to directly train agent applications developed using agent frameworks like AgentScope. Agentic workflows -* **Full Lifecycle Data Pipelines:** - - Enables pipeline processing of rollout and experience data, supporting active management (prioritization, cleaning, augmentation) throughout the RFT lifecycle. +* **Full-Lifecycle Data Pipelines:** + - Enables pipeline processing of rollout tasks and experience samples. + - Support active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. + - Native support for multi-task joint learning. - Data pipeline design + Data pipeline design * **User-Friendly Design:** - - Modular, decoupled architecture for easy adoption and development. Rich graphical user interfaces enable low-code usage. + - Plug-and-play modules and decoupled architecture, facilitating easy adoption and development. + - Rich graphical user interfaces enable low-code usage. System architecture + +## 🔨 Tutorials and Guidelines + + +| Category | Tutorial / Guideline | +| --- | --- | +| Run diverse RFT modes | + [Quick example: GRPO on GSM8k](/tutorial/example_reasoning_basic.md)
+ [Off-policy RFT](/tutorial/example_reasoning_advanced.md)
+ [Fully asynchronous RFT](/tutorial/example_async_mode.md)
+ [Offline learning by DPO or SFT](/tutorial/example_dpo.md) | +| Multi-step agentic scenarios | + [Concatenated multi-turn workflow](/tutorial/example_multi_turn.md)
+ [General multi-step workflow](/tutorial/example_step_wise.md)
+ [ReAct workflow with an agent framework](/tutorial/example_react.md) | +| Advanced Data pipelines | + [Rollout task mixing and selection](/tutorial/develop_selector.md)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](/tutorial/example_data_functionalities.md) | +| Algorithm development / research | + [RL algorithm development with Trinity-RFT](/tutorial/example_mix_algo.md) ([paper](https://arxiv.org/pdf/2508.11408))
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k) ([paper](https://arxiv.org/abs/2509.24203))| +| Going deeper into Trinity-RFT | + [Full configurations](/tutorial/trinity_configs.md)
+ [Benchmark toolkit for quick verification and experimentation](https://github.com/modelscope/Trinity-RFT/tree/main/benchmark/README.md)
+ [Understand the coordination between explorer and trainer](/tutorial/synchronizer.md) | + + ## Acknowledgements This project is built upon many excellent open-source projects, including: diff --git a/docs/sphinx_doc/source_zh/main.md b/docs/sphinx_doc/source_zh/main.md index 9ea1558f03..e982516020 100644 --- a/docs/sphinx_doc/source_zh/main.md +++ b/docs/sphinx_doc/source_zh/main.md @@ -8,42 +8,64 @@ Trinity-RFT 是一个灵活、通用的大语言模型(LLM)强化微调(RF * 🧠 面向 RL 算法研究者。[[教程]](/tutorial/develop_algorithm.md) - 在简洁、可插拔的类中设计和验证新的 RL 算法 - - 示例:[SFT/GRPO混合算法](/tutorial/example_mix_algo.md) + - 示例:[SFT/RL 混合算法](/tutorial/example_mix_algo.md) * 📊 面向数据工程师。[[教程]](/tutorial/develop_operator.md) - - 设计任务定制数据集,构建数据流水线以支持清洗、增强和人类参与场景 + - 设计针对任务定制的数据集,构建处理流水线以支持数据清洗、增强以及人类参与场景 - 示例:[数据处理](/tutorial/example_data_functionalities.md) # 🌟 核心特性 * **灵活的 RFT 模式:** - - 支持同步/异步、on-policy/off-policy 以及在线/离线训练。采样与训练可分离运行,并可在多设备上独立扩展。 + - 支持同步/异步、on-policy/off-policy 以及在线/离线强化学习 + - 采样与训练可分离运行,并可在多设备上独立扩展 + - 支持经验回放,进一步提升样本与时间效率 Trinity-RFT 支持的 RFT 模式 -* **通用 Agentic-RL:** - - 支持拼接式和通用多轮交互,能够直接训练使用 AgentScope 等智能体框架开发的 Agent 应用。 +* **Agentic RL 支持:** + - 支持拼接式多轮和通用多轮交互 + - 能够直接训练使用 AgentScope 等智能体框架开发的 Agent 应用 智能体工作流 * **全流程的数据流水线:** - - 支持 rollout 和经验数据的流水线处理,贯穿 RFT 生命周期实现主动管理(优先级、清洗、增强等)。 + - 支持 rollout 任务和经验数据的流水线处理 + - 贯穿 RFT 生命周期的主动数据管理(优先级排序、清洗、增强等) + - 原生支持多任务联合训练 - 数据流水线设计 + 数据流水线设计 * **用户友好的框架设计:** - - 模块化、解耦架构,便于快速上手和二次开发。丰富的图形界面支持低代码使用。 + - 即插即用模块与解耦式架构,便于快速上手和二次开发 + - 丰富的图形界面,支持低代码使用 系统架构 + + + +## 🔨 教程与指南 + + +| Category | Tutorial / Guideline | +| --- | --- | +| 运行各种 RFT 模式 | + [快速开始:在 GSM8k 上运行 GRPO](/tutorial/example_reasoning_basic.md)
+ [Off-policy RFT](/tutorial/example_reasoning_advanced.md)
+ [全异步 RFT](/tutorial/example_async_mode.md)
+ [通过 DPO 或 SFT 进行离线学习](/tutorial/example_dpo.md) | +| 多轮智能体场景 | + [拼接多轮任务](/tutorial/example_multi_turn.md)
+ [通用多轮任务](/tutorial/example_step_wise.md)
+ [调用智能体框架中的 ReAct 工作流](/tutorial/example_react.md) | +| 数据流水线进阶能力 | + [Rollout 任务混合与选取](/tutorial/develop_selector.md)
+ [经验回放](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [高级数据处理能力 & Human-in-the-loop](/tutorial/example_data_functionalities.md) | +| RL 算法开发/研究 | + [使用 Trinity-RFT 进行 RL 算法开发](/tutorial/example_mix_algo.md) ([论文](https://arxiv.org/pdf/2508.11408))
+ 不可验证的领域:[RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [可训练 RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [研究项目: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k) ([论文](https://arxiv.org/abs/2509.24203)) | +| 深入认识 Trinity-RFT | + [完整配置指南](/tutorial/trinity_configs.md)
+ [用于快速验证和实验的 Benchmark 工具](https://github.com/modelscope/Trinity-RFT/tree/main/benchmark/README.md)
+ [理解 explorer-trainer 同步逻辑](/tutorial/synchronizer.md) | + + + ## 致谢 本项目基于许多优秀的开源项目构建,包括: -+ [verl](https://github.com/volcengine/verl) 和 [PyTorch's FSDP](https://pytorch.org/docs/stable/fsdp.html) 用于大模型训练; ++ [verl](https://github.com/volcengine/verl),[FSDP](https://pytorch.org/docs/stable/fsdp.html) 和 [Megatron-LM](https://github.com/NVIDIA/Megatron-LM) 用于大模型训练; + [vLLM](https://github.com/vllm-project/vllm) 用于大模型推理; -+ [Data-Juicer](https://github.com/modelscope/data-juicer?tab=readme-ov-file) 用于数据处理管道; ++ [Data-Juicer](https://github.com/modelscope/data-juicer?tab=readme-ov-file) 用于数据处理流水线; + [AgentScope](https://github.com/agentscope-ai/agentscope) 用于智能体工作流; + [Ray](https://github.com/ray-project/ray) 用于分布式系统; + 我们也从 [OpenRLHF](https://github.com/OpenRLHF/OpenRLHF)、[TRL](https://github.com/huggingface/trl) 和 [ChatLearn](https://github.com/alibaba/ChatLearn) 等框架中汲取了灵感; From 9683a912fba25baea90897cdea449b39a608ddc0 Mon Sep 17 00:00:00 2001 From: yanxi-chen Date: Wed, 29 Oct 2025 20:32:02 +0800 Subject: [PATCH 4/5] Fix comments --- README.md | 4 ++-- docs/sphinx_doc/source/main.md | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 49f7357ebe..3f3e38a05d 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni * **Full-Lifecycle Data Pipelines:** - Enables pipeline processing of rollout tasks and experience samples. - - Support active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. + - Supports active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. - Native support for multi-task joint learning. Data pipeline design @@ -71,7 +71,7 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni | --- | --- | | Run diverse RFT modes | + [Quick example: GRPO on GSM8k](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_basic.html)
+ [Off-policy RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_reasoning_advanced.html)
+ [Fully asynchronous RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_async_mode.html)
+ [Offline learning by DPO or SFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_dpo.html) | | Multi-step agentic scenarios | + [Concatenated multi-turn workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_multi_turn.html)
+ [General multi-step workflow](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_step_wise.html)
+ [ReAct workflow with an agent framework](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_react.html) | -| Advanced Data pipelines | + [Rollout task mixing and selection](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_selector.html)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) | +| Advanced data pipelines | + [Rollout task mixing and selection](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/develop_selector.html)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_data_functionalities.html) | | Algorithm development / research | + [RL algorithm development with Trinity-RFT](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/example_mix_algo.html) ([paper](https://arxiv.org/pdf/2508.11408))
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k) ([paper](https://arxiv.org/abs/2509.24203))| | Going deeper into Trinity-RFT | + [Full configurations](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/trinity_configs.html)
+ [Benchmark toolkit for quick verification and experimentation](./benchmark/README.md)
+ [Understand the coordination between explorer and trainer](https://modelscope.github.io/Trinity-RFT/en/main/tutorial/synchronizer.html) | diff --git a/docs/sphinx_doc/source/main.md b/docs/sphinx_doc/source/main.md index 81e0493278..1899d151b7 100644 --- a/docs/sphinx_doc/source/main.md +++ b/docs/sphinx_doc/source/main.md @@ -32,7 +32,7 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni * **Full-Lifecycle Data Pipelines:** - Enables pipeline processing of rollout tasks and experience samples. - - Support active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. + - Supports active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. - Native support for multi-task joint learning. Data pipeline design @@ -52,7 +52,7 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni | --- | --- | | Run diverse RFT modes | + [Quick example: GRPO on GSM8k](/tutorial/example_reasoning_basic.md)
+ [Off-policy RFT](/tutorial/example_reasoning_advanced.md)
+ [Fully asynchronous RFT](/tutorial/example_async_mode.md)
+ [Offline learning by DPO or SFT](/tutorial/example_dpo.md) | | Multi-step agentic scenarios | + [Concatenated multi-turn workflow](/tutorial/example_multi_turn.md)
+ [General multi-step workflow](/tutorial/example_step_wise.md)
+ [ReAct workflow with an agent framework](/tutorial/example_react.md) | -| Advanced Data pipelines | + [Rollout task mixing and selection](/tutorial/develop_selector.md)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](/tutorial/example_data_functionalities.md) | +| Advanced data pipelines | + [Rollout task mixing and selection](/tutorial/develop_selector.md)
+ [Experience replay](https://github.com/modelscope/Trinity-RFT/tree/main/examples/ppo_countdown_exp_replay)
+ [Advanced data processing & human-in-the-loop](/tutorial/example_data_functionalities.md) | | Algorithm development / research | + [RL algorithm development with Trinity-RFT](/tutorial/example_mix_algo.md) ([paper](https://arxiv.org/pdf/2508.11408))
+ Non-verifiable domains: [RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_ruler), [trainable RULER](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_gsm8k_trainable_ruler), [rubric-as-reward](https://github.com/modelscope/Trinity-RFT/tree/main/examples/grpo_rubric_as_reward)
+ [Research project: group-relative REINFORCE](https://github.com/modelscope/Trinity-RFT/tree/main/examples/rec_gsm8k) ([paper](https://arxiv.org/abs/2509.24203))| | Going deeper into Trinity-RFT | + [Full configurations](/tutorial/trinity_configs.md)
+ [Benchmark toolkit for quick verification and experimentation](https://github.com/modelscope/Trinity-RFT/tree/main/benchmark/README.md)
+ [Understand the coordination between explorer and trainer](/tutorial/synchronizer.md) | From 91db1e4a34504ce3cae2cbc515cc512a4361a967 Mon Sep 17 00:00:00 2001 From: yanxi-chen Date: Thu, 30 Oct 2025 14:23:33 +0800 Subject: [PATCH 5/5] Refine --- README.md | 2 +- docs/sphinx_doc/source/main.md | 2 +- docs/sphinx_doc/source/tutorial/example_data_functionalities.md | 2 +- .../source_zh/tutorial/example_data_functionalities.md | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 3f3e38a05d..5db7d9f488 100644 --- a/README.md +++ b/README.md @@ -52,7 +52,7 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni * **Full-Lifecycle Data Pipelines:** - Enables pipeline processing of rollout tasks and experience samples. - - Supports active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. + - Active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. - Native support for multi-task joint learning. Data pipeline design diff --git a/docs/sphinx_doc/source/main.md b/docs/sphinx_doc/source/main.md index 1899d151b7..9c6857e237 100644 --- a/docs/sphinx_doc/source/main.md +++ b/docs/sphinx_doc/source/main.md @@ -32,7 +32,7 @@ Trinity-RFT is a flexible, general-purpose framework for reinforcement fine-tuni * **Full-Lifecycle Data Pipelines:** - Enables pipeline processing of rollout tasks and experience samples. - - Supports active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. + - Active data management (e.g., prioritization, cleaning, augmentation) throughout the RFT lifecycle. - Native support for multi-task joint learning. Data pipeline design diff --git a/docs/sphinx_doc/source/tutorial/example_data_functionalities.md b/docs/sphinx_doc/source/tutorial/example_data_functionalities.md index 905148c936..1ff321b451 100644 --- a/docs/sphinx_doc/source/tutorial/example_data_functionalities.md +++ b/docs/sphinx_doc/source/tutorial/example_data_functionalities.md @@ -14,7 +14,7 @@ To support the data processing of Data-Juicer and RFT-related operators, Trinity An overview of the data processor is shown in the following figure.
- Trinity-RFT Data Processor + Trinity-RFT Data Processor
## Example: Data Processor for Task Pipeline diff --git a/docs/sphinx_doc/source_zh/tutorial/example_data_functionalities.md b/docs/sphinx_doc/source_zh/tutorial/example_data_functionalities.md index 35117c8547..673a428713 100644 --- a/docs/sphinx_doc/source_zh/tutorial/example_data_functionalities.md +++ b/docs/sphinx_doc/source_zh/tutorial/example_data_functionalities.md @@ -14,7 +14,7 @@ Trinity-RFT 提供了一个统一的数据处理器,用于处理 task 流水 数据处理器的整体架构如下图所示:
- Trinity-RFT Data Processor + Trinity-RFT Data Processor
## 示例:Task 流水线的数据处理器