Guoqiong Song's repositories
ai-matrix
To make it easy to benchmark AI accelerators
analytics-zoo
Deep learning powered big data analytics using BigDL on Apache Spark
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
BigDL
BigDL: Distributed Deep Learning Library for Apache Spark
bloomz.cpp
C++ implementation for BLOOM
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
docs
TensorFlow documentation
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
ml-cheatsheet
Machine learning cheatsheet
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorchTutorial
PyTorch Tutorials from my YouTube channel
ranking
Learning to Rank in TensorFlow
recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
reinforcement-learning
Minimal and Clean Reinforcement Learning Examples
SparrowRecSys
A Deep Learning Recommender System
streaming-llm
Efficient Streaming Language Models with Attention Sinks
SynapseML
Simple and Distributed Machine Learning
tensorflow
Computation using data flow graphs for scalable machine learning
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
x-deeplearning
An industrial deep learning framework for high-dimension sparse data
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow