pipeline-parallelism topic

List pipeline-parallelism repositories

petals

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510
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🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

pipegoose

77
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17
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Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*

Chimera

37
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6
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Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.

MPP-LLaVA

357
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20
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Personal Project: MPP-Qwen14B & MPP-Qwen-Next(Multimodal Pipeline Parallel based on Qwen-LM). Support [video/image/multi-image] {sft/conversations}. Don't let the poverty limit your imagination! Train...

InternEvo

300
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51
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InternEvo is an open-sourced lightweight training framework aims to support model pre-training without the need for extensive dependencies.