This is the Linux app named Megatron-LM whose latest release can be downloaded as NVIDIAMegatronCore0.16.0sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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Megatron-LM
DESCRIPTION
Megatron-LM is a GPU-optimized deep learning framework from NVIDIA designed to train extremely large transformer-based language models efficiently at scale. The repository provides both a reference training implementation and Megatron Core, a composable library of high-performance building blocks for custom large-model pipelines. It supports advanced parallelism strategies including tensor, pipeline, data, expert, and context parallelism, enabling training across massive multi-GPU and multi-node clusters. The framework includes mixed-precision training options such as FP16, BF16, FP8, and FP4 to maximize performance and memory efficiency on modern hardware. Megatron-LM is widely used in research and industry for pretraining GPT-, BERT-, T5-, and multimodal-style models, with tooling for checkpoint conversion and interoperability with Hugging Face. Overall, it is a production-grade system for organizations pushing the limits of large-scale language model training.
Features
- GPU-optimized transformer training
- Advanced parallelism strategies
- Mixed precision training support
- Composable Megatron Core library
- Hugging Face checkpoint conversion
- Multi-node scalable training pipelines
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/megatron-lm.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
