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tensor-parallelism

Here are 10 public repositories matching this topic...

bigscience-workshop / petals

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

Updated Sep 7, 2024
Python

InternLM / InternEvo

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

pytorch multi-modal gemma pipeline-parallelism transformers-models tensor-parallelism llava llm-training internlm flash-attention zero3 llm-framework sequence-parallelism internlm2 ring-attention deepspeed-ulysses llama3 910b

Updated May 16, 2025
Python

kaiyuyue / torchshard

Slicing a PyTorch Tensor Into Parallel Shards

pytorch model-parallelism tensor-parallelism

Updated Jul 27, 2021
Python

ai-decentralized / BloomBee

Decentralized LLMs fine-tuning and inference with offloading

distributed-systems machine-learning deep-learning < 8000 a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":23301,"originating_url":"https://github.com/topics/tensor-parallelism","user_id":null}}" data-hydro-click-hmac="7c824232a728cc607a706434b27638a84284d9c792f28edc16d7d94453c1e640" title="Topic: pytorch" href="/topics/pytorch" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">pytorch llama pipeline-parallelism tensor-parallelism

Updated May 14, 2025
Python

xrsrke / pipegoose

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

transformers moe data-parallelism distributed-optimizers model-parallelism megatron mixture-of-experts pipeline-parallelism huggingface-transformers megatron-lm tensor-parallelism large-scale-language-modeling 3d-parallelism zero-1 sequence-parallelism

Updated Dec 14, 2023
Python

aniquetahir / JORA

JORA: JAX Tensor-Parallel LoRA Library (ACL 2024)

machine-learning lora jax tensor-parallelism large-language-models

Updated Apr 25, 2024
Python

ShinoharaHare / LLM-Training

A distributed training framework for large language models powered by Lightning.

transformer llama distributed-training fine-tuning pre-training tensor-parallelism llm instruction-tuning llm-training llm-finetuning phi-3

Updated Mar 11, 2025
Python

AlibabaPAI / FlashModels

Fast and easy distributed model training examples.

deep-learning pytorch zero data-parallelism model-parallelism distributed-training xla tensor-parallelism llm fsdp sequence-parallelism

Updated Nov 26, 2024
Python

fattorib / transformer_shmap

Tensor Parallelism with JAX + Shard Map

transformers gpt tpu jax tensor-parallelism pjit shmap

Updated Sep 29, 2023
Python

NiuHuangxiaozi / Deep-Learning-Parallelism

This repository outlines a comprehensive guide for training a distributed deep learning model.

pytorch ps ddp allreduce pipline deepspeed tensor-parallelism

Updated Jul 2, 2024
Python

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