intel-analytics/zoo-tutorials

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Created about 5 years ago
Updated 11 days ago

intel-analytics/zoo-tutorials

intel-analytics

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Tutorials for Analytics Zoo

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, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.

BigDL-2.x

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

Jupyter Notebook

BigDL-Tutorials

Step-by-step Deep Leaning Tutorials on Apache Spark using BigDL

Jupyter Notebook

ipex-llm-tutorial

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using ipex-llm

Jupyter Notebook

BigDL-core

Core HW bindings and optimizations for BigDL

BigDL-trainings

Training materials for BigDL

Jupyter Notebook

analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

Jupyter Notebook

ait2019

OreillyAI2019

notebooks and tutorials for O'REILLY AI San Jose 2019

Jupyter Notebook

Chronos-workshop

Jupyter Notebook

BigDL-PPML-Azure-Occlum-Example