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A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
Pytorch implementation of LSTM/BERT-CRF for named entity recognition
chinese speech pretrained models
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…
LangChain 的中文入门教程
中文langchain项目|小必应，Q.Talk，强聊，QiangTalk
中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models)
基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
中文nlp解决方案(大模型、数据、模型、训练、推理)
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
Uplift modeling and causal inference with machine learning algorithms
Official implementation for the NAACL'21 short paper DAGN: Discourse-Aware Graph Network for Logical Reasoning.
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Reading list for research topics in multimodal machine learning
Book about interpretable machine learning
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
Parameterized Explainer for Graph Neural Network
The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.
DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
FinRL®: Financial Reinforcement Learning. 🔥
A library for efficient similarity search and clustering of dense vectors.
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset