AI-Hypercomputer

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14 repositories

JetStream
Public
JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).
gpu inference pytorch transformer llama gpt gemma model-serving tpu jax
Python
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Apache License 2.0
•32•262•11•7•Updated Jan 10, 2025Jan 10, 2025
xpk
Public
xpk (Accelerated Processing Kit, pronounced x-p-k,) is a software tool to help Cloud developers to orchestrate training jobs on accelerators such as TPUs and GPUs on GKE.
gke gcloud tpu
Python
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Apache License 2.0
•29•96•16•30•Updated Jan 10, 2025Jan 10, 2025
maxtext
Public
A simple, performant and scalable Jax LLM!
gpt large-language-models llm
Python
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Apache License 2.0
•309•1.6k•28•107•Updated Jan 10, 2025Jan 10, 2025
maxdiffusion
Public
Python
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Apache License 2.0
•19•176•4•6•Updated Jan 10, 2025Jan 10, 2025
tpu-recipes
Public
Shell
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Apache License 2.0
•5•6•3•1•Updated Jan 8, 2025Jan 8, 2025
jetstream-pytorch
Public
PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"
inference pytorch batching attention llama gemma model-serving tpu llm llm-inference
Python
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Apache License 2.0
•16•45•9•5•Updated Jan 8, 2025Jan 8, 2025
ray-tpu
Public
Python
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Apache License 2.0
•2•1•0•0•Updated Jan 5, 2025Jan 5, 2025
pathways-utils
Public
Package of Pathways-on-Cloud utilities
Python
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Apache License 2.0
•2•7•0•1•Updated Jan 3, 2025Jan 3, 2025
gpu-recipes
Public
Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.
gpu benchmarks google-cloud-platform serving distributed-training
Python
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Apache License 2.0
•3•27•0•0•Updated Dec 23, 2024Dec 23, 2024
aotc
Public
Python
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Other
•0•0•0•0•Updated Dec 18, 2024Dec 18, 2024
ml-goodput-measurement
Public
Python
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Apache License 2.0
•0•10•0•0•Updated Dec 10, 2024Dec 10, 2024
RankML
Public
Python
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Apache License 2.0
•1•2•0•1•Updated Oct 24, 2024Oct 24, 2024
cloud-accelerator-diagnostics
Public
Python
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Apache License 2.0
•8•18•3•0•Updated Sep 19, 2024Sep 19, 2024
cloud-tpu-monitoring-debugging
Public
HCL
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Apache License 2.0
•0•10•0•0•Updated Mar 5, 2024Mar 5, 2024