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@jianzhnie
jianzhnie
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🎯
Focusing

Robin jianzhnie

🎯
Focusing
Machine learning， Reinforcement Learning， Transformers

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jianzhnie/README.md

jianzhnie's GitHub Streak

Hi there 👋

Hey, I am jianzhnie, Thanks for stopping by!

I work as a full-time Machine Learning engineer and write tutorials on basic and advanced topics (NLP, Reinforcement Learning , Computer vision and code - lots of it).

I read and think a lot. And sometimes I put them in a form of a painting or a piece of music. And when I need to catch a breath I go for a run.

I’m currently working on 🔭

Reinforcement Learning

Code RepoAbout
Deep-RL-ToolkitDeep reinforcemnt Learning Toolkit For Single Agent (DQN, Reinbow, DDPG, PPO, SAC, TD3…)
Deep-MARL-ToolkitDeep reinforcemnt Learning Toolkit For Multi Agent (VDN, Qmix, MADDPG, MAPPO, …)
RLZeroMonte Carlo Tree Search in General Sequential Decision Scenarios( AlphaZero， Muzero…)
ScaleRLHandy and simple scaling of distributed reinforcement learning framework ( A3C, Ape-x, Impala, …)
CyberAttackSimulatorA Reinforcement Learning (RL) simulation environment built for training and evaluating autonomous cyber attack & defense models on simulated networks.

Large language Models

Code RepoAbout
LLMToolkitNLPToolkit is a toolkit for NLP(Natural Language Processing) and LLM(Large Language Models) using Pytorch.
LLamaTunerEasy and Efficient Finetuning LLMs.
open-chatgptDeveloping the open source ChatGPT, Alpaca, Vicuna and RLHF Pipeline.
awesome-instruction-datasetsA collection of awesome-prompt-datasets, awesome-instruction-dataset, to train ChatLLM such as chatgpt.

Others

  • Developing Diffuser-toolkit: All kinds of diffusion models for image and audio generation in PyTorchdiffusion-toolkit

  • Developing AutoML tools for DeepLearning Project and MacheLearning ProjectAutoTimm |AutoTabular

  • Trying hard to reduce the Learning Machine Learning(LML) loss 😂

  • Coding everyday for better research engineering skill

I’m currently learning 🌱

  • LLM System and Artificial General Intelligence
  • Large Scale Distribute Reinforcemnet Learning System

How to reach me 📫

Have an awesome day!

PinnedLoading

  1. LLamaTunerLLamaTunerPublic

    Easy and Efficient Finetuning LLMs. (Supported LLama, LLama2, LLama3, Qwen, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

    Python 608 64

  2. Open-R1Open-R1Public

    The open source implementation of DeepSeek-R1. 开源复现 DeepSeek-R1

    Python 261 50

  3. microsoft/nnimicrosoft/nniPublic archive

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

    Python 14.2k 1.8k

  4. autogluon/autogluonautogluon/autogluonPublic

    Fast and Accurate ML in 3 Lines of Code

    Python 9.1k 1k

  5. tatsu-lab/stanford_alpacatatsu-lab/stanford_alpacaPublic

    Code and documentation to train Stanford's Alpaca models, and generate the data.

    Python 30.1k 4k

  6. deep-marl-toolkitdeep-marl-toolkitPublic

    MARLToolkit: The Multi-Agent Rainforcement Learning Toolkit. Include implementation of MAPPO, MADDPG, QMIX, VDN, COMA, IPPO, QTRAN, MAT...

    Python 140 19

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