AI-Hypercomputer

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14 repositories

maxtext
Public
A simple, performant and scalable Jax LLM!
gpt large-language-models llm
Python
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Apache License 2.0
•302•1.6k•29•107•Updated Dec 15, 2024Dec 15, 2024
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
•28•88•16•22•Updated Dec 14, 2024Dec 14, 2024
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
•15•42•9•6•Updated Dec 14, 2024Dec 14, 2024
maxdiffusion
Public
Python
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Apache License 2.0
•17•165•3•6•Updated Dec 13, 2024Dec 13, 2024
pathways-utils
Public
Package of Pathways-on-Cloud utilities
Python
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Apache License 2.0
•1•7•0•2•Updated Dec 12, 2024Dec 12, 2024
tpu-recipes
Public
Shell
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Apache License 2.0
•4•5•3•1•Updated Dec 11, 2024Dec 11, 2024
ray-tpu
Public
Python
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Apache License 2.0
•0•1•0•0•Updated Dec 11, 2024Dec 11, 2024
ml-goodput-measurement
Public
Python
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Apache License 2.0
•0•10•0•0•Updated Dec 10, 2024Dec 10, 2024
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•253•14•6•Updated Dec 10, 2024Dec 10, 2024
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•24•0•0•Updated Dec 10, 2024Dec 10, 2024
aotc
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Nov 19, 2024Nov 19, 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•17•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