AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Repositories
liguodongiot repositories
An awesome & curated list of best LLMOps tools for developers
BELLE: Be Everyone's Large Language model Engine(开源中文对话大模型)
CMMLU: Measuring massive multitask language understanding in Chinese
Making large AI models cheaper, faster and more accessible
吴恩达老师的机器学习课程个人笔记
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
Transformer related optimization, including BERT, GPT
Production ready LLM model compression/quantization toolkit with accelerated inference support for both cpu/gpu via HF, vLLM, and SGLang.
自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁
Java Notes
Repository of LV-Eval Benchmark
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Building and evaluating several machine learning models to assess credit risk, includes: Training a logistic regression classifier, calculating the balanced accuracy score, generating a confusion matrix and printing the classification report.
Markdown 基本语法。
Training library for Megatron-based models with bidirectional Hugging Face conversion capability
Ongoing research training transformer models at scale
Best practices for training DeepSeek, Mixtral, Qwen and other MoE models using Megatron Core.