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Siyuan Liu's Projects

jetstream icon jetstream

JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).

jetstream-pytorch icon jetstream-pytorch

PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"

llama icon llama

Inference code for LLaMA models

ml-auto-solutions icon ml-auto-solutions

A simplified and automated orchestration workflow to perform ML end-to-end (E2E) model tests and benchmarking on Cloud VMs across different frameworks.

ml-testing-accelerators icon ml-testing-accelerators

Testing framework for Deep Learning models (Tensorflow and PyTorch) on Google Cloud hardware accelerators (TPU and GPU)

onnx icon onnx

Open standard for machine learning interoperability

openxla-xla icon openxla-xla

A machine learning compiler for GPUs, CPUs, and ML accelerators

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

stablehlo icon stablehlo

Backward compatible ML compute opset inspired by HLO/MHLO

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

vllm icon vllm

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

xla icon xla

Enabling PyTorch on Google TPU

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