1. Megatron-Core, https://github.com/NVIDIA/Megatron-LM?tab=readme-ov-file#megatron-core 2. MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs, https://arxiv.org/abs/2402.15627 3. Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism, ...
Pai-Megatron-Patch(https://github.com/alibaba/Pai-Megatron-Patch)是阿里云人工智能平台PAI研发的围绕Nvidia MegatronLM的大模型开发配套工具,旨在帮助开发者快速上手大模型,完成大模型(LLM)相关的高效分布式训练,有监督指令微调,下游任务评估等大模型开发链路。最近一年来,我们持续打磨Pai-Megatron-Patch的性能和扩展功...
在吞吐速度评测环节,阿里PAI团队调研了Megablocks(https://github.com/stanford-futuredata/Megablocks)中的dmoe实现,一方面是因为Mixtral-8x7b论文中说采用的是Megablocks的框架训练的MoE模型,另一方面我们也想探索下在相同Megatron平台底座上,哪个MoE实现方式对训练吞吐加速效果更好。Megablocks论文中提供了同Dense模型的...
79 + From: https://github.com/NVIDIA/NeMo/blob/main/nemo/collections/common/losses/smoothed_cross_entropy.py 80 + """ 81 + assert 1.0 > label_smoothing > 0.0 82 + smoothing = label_smoothing * vocab_size / (vocab_size - 1) 83 + 84 + # Exp logits at this point are norm...
在吞吐速度评测环节,阿里PAI团队调研了Megablocks(https://github.com/stanford-futuredata/Megablocks)中的dmoe实现,一方面是因为Mixtral-8x7b论文中说采用的是Megablocks的框架训练的MoE模型,另一方面我们也想探索下在相同Megatron平台底座上,哪个MoE实现方式对训练吞吐加速效果更好。Megablocks论文中提供了同Dense模型的...
GitHub Copilot Enterprise-grade AI features Premium Support Enterprise-grade 24/7 support Pricing Search or jump to... Search code, repositories, users, issues, pull requests... Provide feedback We read every piece of feedback, and take your input very seriously. Include my email address...
Actions Security Insights Additional navigation options Files main .github .gitlab docs examples images megatron core datasets dist_checkpointing distributed export extensions fusions inference models optimizer cpu_offloading __init__.py clip_grads.py ...
^Megatron-Core,https://github.com/NVIDIA/Megatron-LM?tab=readme-ov-file#megatron-core ^MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs,https://arxiv.org/abs/2402.15627 ^Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism,https://arxiv...
Pai-Megatron-Patch(https://github.com/alibaba/Pai-Megatron-Patch)是阿里云人工智能平台PAI研发的围绕Nvidia MegatronLM的大模型开发配套工具,旨在帮助开发者快速上手大模型,完成大模型(LLM)相关的高效分布式训练,有监督指令微调,下游任务评估等大模型开发链路。最近一年来,我们持续打磨Pai-Megatron-Patch的性能和扩展功...
在吞吐速度评测环节,阿里PAI团队调研了Megablocks(https://github.com/stanford-futuredata/Megablocks)中的dmoe实现,一方面是因为Mixtral-8x7b论文中说采用的是Megablocks的框架训练的MoE模型,另一方面我们也想探索下在相同Megatron平台底座上,哪个MoE实现方式对训练吞吐加速效果更好。Megablocks论文中提供了同Dense模型的...