DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Machine Learning and Computer Vision Engineer - Technical Interview Questions

Curated list of data science interview questions and answers

The Memory layer for your AI apps

A list of developer portfolios for your inspiration

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

unofficial implementation of the CoT-decoding method for extract cot paths in an unsupervised way

A collection of design patterns/idioms in Python

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

awesome papers in LLM interpretability

A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。

A Comprehensive Toolkit for High-Quality PDF Content Extraction

OCR, layout analysis, reading order, table recognition in 90+ languages

A Python wrapper for Google Tesseract

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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

AIDE: the state-of-the-art machine learning engineer agent, generating machine learning solution code from natural language descriptions.

Aligning pretrained language models with instruction data generated by themselves.

Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

🎉 Repo for LaWGPT, Chinese-Llama tuned with Chinese Legal knowledge. 基于中文法律知识的大语言模型

Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

Utilities intended for use with Llama models.

A collection of full time roles in SWE, Quant, and PM for new grads.

A high-throughput and memory-efficient inference and serving engine for LLMs

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents. https://crab.camel-ai.org/

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more