Nano vLLM

一个开箱即用的、跨平台的影视聚合播放站

所有小初高、大学PDF教材。

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

English pronunciation correction teacher built with gemini

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

Rime 配置：雾凇拼音 | 长期维护的简体词库

allRank is a framework for training learning-to-rank neural models based on PyTorch.

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

Inference code for Llama models

machine translation data process tools

An elegant PyTorch deep reinforcement learning library.

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Playing Pokemon Red with Reinforcement Learning

A latent text-to-image diffusion model

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

Unsupervised text tokenizer for Neural Network-based text generation.

how to optimize some algorithm in cuda.

A collection of comprehensive notes on Deep Reinforcement Learning, customized for UC Berkeley's CS 285 (prev. CS 294-112)

The template of pytorch trainning and testing

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cycleg…

code of our AAAI 2021 paper Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling

Master the command line, in one page

博客中的示例文件，包含 Kubernetes、Jenkins、Go、Java、SpringBoot、SpringCloud 知识示例等，将结合博客逐步讲解整体的知识内容体系。

A simple implementation of SimCSE

Simple project base template for PyTorch deep Learning project. Features clean implementation of DDP training and Hydra config.

Toy Machine Learning Package

TensorFlow implementation of GradNorm

An approximation of Recurrent Neural Networks to predict the Time to an Event