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Please see above
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License: MIT License
Please see above
Software: ray v2.47.1
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Software: numpy v1.26.4
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License: BSD 3-Clause License
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Software: vllm-ascend v0.9.1rc2
Copyright notice:
Copyright (c) China Merchants Bank Co., Ltd. 2025. All rights reserved
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License: Apache License V2.0
Please see above
This project includes code snippets from the following open source projects:
Software: mindspeed_llm v2.0.0
Official Repository: https://gitcode.com/Ascend/MindSpeed-LLM
Usage:"
llm_rl/deepseek/verl_patches/scripts/convert_ckpt_deepseek3.py
llm_rl/deepseek/verl_patches/train_engine/mindspeed_patch.py"
Copyright Notice(s):
Copyright (c) 2024, Huawei Technologies Co., Ltd
Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
License: Apache License V2.0
Please see above
Software: Megatron-LM 0.6.0
Official Repository: https://github.com/NVIDIA/Megatron-LM
Usage:"
llm_rl/deepseek/megatron_patches/core/packed_seq_params.py
llm_rl/deepseek/megatron_patches/core/tensor_parallel/cross_entropy.py"
Copyright Notice(s):
Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
Copyright (c) Microsoft Corporation
Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
Copyright 2018 The Google AI Language Team
Copyright (c) 2020 The MMSegmenation Authors
Copyright (c) 2023, NVIDIA Corporation. All rights reserved.
Copyright (c) 2020, NVIDIA CORPORATION. All rights reserved.
Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
Copyright 2018 The Google AI Language Team Authors
Copyright 2018 The Open AI Team
Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
Copyright (c) 2018 Philip Popien
Copyright (c) 2021 Microsoft
Copyright (c) Soumith Chintala 2016. All rights reserved.
Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
Copyright (c) Facebook, Inc.
Copyright 2018 The Google AI Language Team Authors, Facebook AI Research
License: Apache License V2.0
Please see above
Software: mindspeed v2.0.0_core_r0.8.0
Official Repository: https://gitcode.com/Ascend/MindSpeed
Usage:"
llm_rl/deepseek/mindspeed_patches/core/tensor_parallel/cross_entropy.py
llm_rl/deepseek/verl_patches/train_engine/megatron_patch.py"
Copyright Notice(s):
Copyright (c) 2024, Bytedance Inc.
Copyright (c) 2023, Huawei Technologies Co., Ltd
Copyright (c) 2022, NVIDIA CORPORATION.
License: Apache License V2.0
Please see above
Software: DeepSeek-V3
Official Repository: https://github.com/deepseek-ai/DeepSeek-V3
Usage:"
llm_rl/deepseek/verl_patches/scripts/fp8_cast_bf16.py"
Copyright Notice(s):
Copyright 2023 DeepSeek-AI and The HuggingFace Inc. team
License: MIT License
Please see above
Software: verl v0.4.0
Official Repository: https://github.com/volcengine/verl
Usage:"
llm_rl/deepseek/verl_patches/protocol.py
llm_rl/deepseek/verl_patches/models/mcore/config_converter.py
llm_rl/deepseek/verl_patches/models/mcore/model_forward.py
llm_rl/deepseek/verl_patches/models/mcore/model_initializer.py
llm_rl/deepseek/verl_patches/models/mcore/util.py
llm_rl/deepseek/verl_patches/models/mcore/weight_converter.py
llm_rl/deepseek/verl_patches/models/mcore/weight_loader_registry.py
llm_rl/deepseek/verl_patches/scripts/internal/train_grpo_deepseekv3_256die_random_init.sh
llm_rl/deepseek/verl_patches/scripts/internal/train_grpo_deepseekv3_256die_true_weight.sh
llm_rl/deepseek/verl_patches/single_controller/decorator.py
llm_rl/deepseek/verl_patches/single_controller/base/megatron/worker.py
llm_rl/deepseek/verl_patches/trainer/main_ppo_npu.py
llm_rl/deepseek/verl_patches/trainer/ppo/ray_trainer.py
llm_rl/deepseek/verl_patches/utils/megatron_utils.py
llm_rl/deepseek/verl_patches/utils/model.py
llm_rl/deepseek/verl_patches/utils/megatron/tensor_parallel.py
llm_rl/deepseek/verl_patches/utils/reward/__init__.py
llm_rl/deepseek/verl_patches/workers/megatron_workers.py
llm_rl/deepseek/verl_patches/workers/actor/megatron_actor.py
llm_rl/deepseek/verl_patches/workers/sharding_manager/megatron_vllm.py
llm_rl/deepseek/verl_patches/workers/vllm_rollout/vllm_rollout_spmd.py
llm_rl/qwen2_5/verl_npu_demo/new_math_reward.py
llm_rl/qwen2_5/verl_npu_demo/run_qwen2_5_1_5b.sh"
Copyright Notice(s):
Copyright 2024 Bytedance Ltd.
Copyright (c) Microsoft Corporation
Copyright Amazon.com, Inc.
Copyright 2025 Individual Contributor Mert Unsal
Copyright (c) 2022-2025, NVIDIA CORPORATION & AFFILIATES. All rights reserved
Copyright 2022 EleutherAI
Copyright (c) 2024 Alibaba PAI Team
Copyright 2023-2024 SGLang Team
Copyright 2025 Bytedance Ltd.
Copyright 2023-2025 SGLang Team
Copyright 2025 Search-R1
Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved
Copyright 2024 PRIME team
Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved
Copyright 2023-2024 Bytedance Ltd.
Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved
Copyright 2025 The Qwen Team and The HuggingFace Inc. team
Copyright 2022 The HuggingFace Team. All rights reserved
Copyright 2025 ModelBest Inc.
Copyright 2025 Reallm Labs Ltd.
Copyright 2025 Individual Contributor Thibaut Barroyer
Copyright (c) 2021 Dan Hendrycks
Copyright (c) Meta Platforms, Inc. and affiliates. All rights reserved
Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved
Copyright 2023 The SGlang team. Adapted from https://github.com/NVIDIA/Megatron-LM/blob/main/megatron/core/parallel_state.py
License: Apache License V2.0
Please see above
Software: verl v0.6.0
Official Repository: https://github.com/volcengine/verl
Usage:"
agent_rl\qwen3_tool_agent\run_qwen3_4b_dapo_npu.sh
agent_rl\qwen3_tool_agent\run_qwen3_4b_sft_npu.sh
llm_rl\qwen3\patches\verl\utils\hybrid_data_parallel\hdp.py"
Copyright Notice(s):
Copyright 2024 Bytedance Ltd.
Copyright 2025 CollabLLM team
Copyright (c) Microsoft Corporation
Copyright (c) 2011-2013 NYU
Copyright (c) 2012-2014 Deepmind Technologies
Copyright Amazon.com, Inc.
Copyright 2025 Individual Contributor Mert Unsal
Copyright (c) 2022-2025, NVIDIA CORPORATION & AFFILIATES. All rights reserved
Copyright (c) 2014- Facebook, Inc
Copyright (c) 2015 Google Inc. All rights reserved
Copyright 2022 EleutherAI
Copyright (c) 2024 Alibaba PAI Team
Copyright 2023-2024 SGLang Team
Copyright 2025 Bytedance Ltd.
Copyright 2025 Individual
Copyright 2023-2025 SGLang Team
Copyright (c) 2006 Idiap Research Institute
Copyright 2025 Search-R1
Copyright (c) 2015 Yangqing Jia All rights reserved
Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved
Copyright (c) 2011-2012 NEC Laboratories America (Koray Kavukcuoglu)
Copyright 2025 z.ai
Copyright 2024 PRIME team
Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved
Copyright 2025 The SwissAI Initiative
Copyright 2025 Amazon.com Inc
Copyright 2025 Amazon.com, Inc.
Copyright 2023-2024 Bytedance Ltd.
Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved
Copyright (c) 2006-2010 NEC Laboratories America (Ronan Collobert, Leon Bottou, Iain Melvin, Jason Weston)
Copyright 2025 The Qwen Team and The HuggingFace Inc. team
Copyright 2022 The HuggingFace Team. All rights reserved
Copyright 2024 CollabLLM Ltd.
Copyright 2023 affiliates The vLLM team
Copyright 2025 ModelBest Inc.
Copyright 2025 Meituan Ltd.
Copyright 2025 Reallm Labs Ltd.
Copyright (c) 2016- Facebook, Inc
Copyright 2025 Individual Contributor Thibaut Barroyer
Copyright (c) 2021 Dan Hendrycks
Copyright (c) Meta Platforms, Inc. and affiliates. All rights reserved
Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved
Copyright 2023 The SGlang team. Adapted from https://github.com/NVIDIA/Megatron-LM/blob/main/megatron/core/parallel_state.py
Copyright (c) 2011-2014 Idiap Research Institute
Copyright (c) 2001-2004 Idiap Research Institute (Ronan Collobert, Samy Bengio, Johnny Mariethoz)
Copyright (c) 2016 Facebook Inc.
Copyright (c) 2016-present, Facebook Inc. All rights reserved
License: Apache License V2.0
Please see above
Software: mindspeed_rl v2.1.0
Official Repository: https://gitcode.com/Ascend/MindSpeed-RL
Usage:"
llm_rl/deepseek/verl_patches/train_engine/base_config.py
llm_rl/deepseek/verl_patches/train_engine/initialize_training.py
llm_rl/deepseek/verl_patches/train_engine/megatron_config.py
llm_rl/deepseek/verl_patches/workers/vllm_rollout/vllm_parallel_state.py"
Copyright Notice(s):
Copyright (c) 2025, HUAWEI CORPORATION. All rights reserved.
License: MIT License
Please see above
Software: vllm v0.9.1
Official Repository: https://github.com/vllm-project/vllm
Usage:"
llm_rl/deepseek/verl_patches/workers/vllm_rollout/engine_core.py"
Copyright Notice(s):
Copyright 2022 The Fairseq Authors and The HuggingFace Inc. team. All rights reserved
Copyright (c) Microsoft Corporation
Copyright (c) 2025 Habana Labs, Ltd. an Intel Company
Copyright (c) 2024, Tri Dao, Albert Gu. Adapted from https://github.com/state-spaces/mamba/blob/v2.2.4/mamba_ssm/ops/triton/ssd_state_passing.py
Copyright 2025 The Moonshot AI Team, DeepSeek-AI, and HuggingFace Inc. team. All rights reserved
Copyright 2023 The OpenAI Team
Copyright (c) 2023 OpenGVLab
Copyright 2025 The Qwen Team and The HuggingFace Inc. team. All rights reserved
Copyright (c) Alibaba Cloud. Inference-only Qwen-VL model
Copyright 2023 DeepSeek-AI
Copyright 2024 HuggingFace Inc. team. All rights reserved
Copyright 2025 The Qwen Team
Copyright 2024 Google Inc. HuggingFace Inc. team. All rights reserved
Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved
Copyright (c) 2025 Skywork
Copyright 2024 DeepSeek-AI team
Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved
Copyright (c) 2024, The vLLM team
Copyright (c) 1993-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved
Copyright 2021 The LG AI Research EXAONE Lab. All rights reserved
Copyright 2023 The Qwen team
Copyright 2023 EleutherAI
Copyright 2024 The vLLM team
Copyright 2023 Stability AI, EleutherAI, and The HuggingFace Inc. team. All rights reserved
Copyright 2024 EleutherAI
Copyright 2023 Cerebras Systems
Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved
Copyright (c) 2024, Tri Dao, Albert Gu. Adapted from https://github.com/state-spaces/mamba/blob/v2.2.4/mamba_ssm/ops/triton/ssd_combined.py
Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved
Copyright (c) Google Inc.
Copyright (c) 2024 Habana Labs, Ltd. an Intel Company
Copyright (c) OrionStar Inc.
Copyright 2025 The HuggingFace Inc. team. All rights reserved
Copyright (c) 2024, Tri Dao, Albert Gu. Adapted from https://github.com/state-spaces/mamba/blob/v2.2.4/mamba_ssm/ops/triton/selective_state_update.py
Copyright 2023 CTranslate2, and Michael Feil
Copyright 2025 vLLM Team
Copyright 2023 Cerebras Systems
Copyright 2024 The Qwen team
Copyright 2024 Cohere
Copyright 2024 Microsoft
Copyright 2023 The vLLM team
Copyright 2025 IBM.
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