SONG Ge's repositories
analytics-zoo
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
attention_sinks
Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
CS-Notes-PDF
https://github.com/CyC2018/CS-Notes PDF版本离线阅读
cs231n.github.io
Public facing notes page
Data-Paralle-Cpp
个人翻译《Data Parallel C++》
datasets
A collection of datasets of ML problem solving
fullstack-tutorial
🚀 fullstack tutorial 2021，后台技术栈/架构师之路/全栈开发社区，春招/秋招/校招/面试
indoor-location-competition-20
Indoor Location Competition 2.0
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.
lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
models
Model Zoo for Intel® Architecture: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors
NLP_Paper_Retrial
This is the collection of NLP papers published recently
ollama
Get up and running with Llama 2, Mistral, and other large language models locally.
tensorflow
Computation using data flow graphs for scalable machine learning
text-generation-webui
A Gradio Web UI for running local LLM on Intel GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max) using IPEX-LLM.