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An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Home Page: https://nni.readthedocs.io/en/latest/

License: MIT License

Makefile 0.47% TypeScript 36.17% Python 59.24% JavaScript 2.43% HTML 0.10% CSS 0.84% Shell 0.16% Dockerfile 0.06% PowerShell 0.52%

nni's Introduction

PARL

前百度强化学习方向负责人，在文心一言模型组负责RLHF技术研发。

团队除了支持公司内外的业务之外，还深耕前沿技术，开展的工作线条包括但不限于：

  • 高性能RL并行框架PARL的研发（https://github.com/PaddlePaddle/PARL, 3.2k star)
  • 参与业内的国际RL赛事（我们团队已经连续三年在NeurIPS RL 赛事中拿下冠军名次了）
  • 学术论文的投稿
  • 机器人控制（自动驾驶&无人机、四足机械狗控制）

公司内业务支持包括超大规模LLM对齐、信息流推荐、搜索引擎、百度地图、广告排序、百度智能云（能源调度、信号灯控制）等。

nni's People

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