MosaicML Training is where the magic happens. Build models like MPT-30B, the latest addition to the MosaicML Foundation Series.
Train multi-billion-parameter models in hours, not days. Efficient scaling for large (>70B parameter) models.
Train 2x-7x faster, without changing your code. Our software automatically applies the latest optimizations.
No vendor lock-in. Orchestrate across multiple clouds. Escape data gravity with our StreamingDatset.
Train advanced LLMs and generative AI models in any environment with complete data privacy and full model ownership.
Automatic resumption from node failures and loss spikes. No need to babysit LLM training. We monitor and restart from previous checkpoints.
Train any size model on any hardware, without tedious settings trial-and-error. We dynamically adjust memory usage on-the-fly to prevent OOM.
40%+ utilization out of the box with our tuned parallelism settings across model and compute scales.
Stream datasets from anywhere quickly and accurately. Resume from checkpoints instantly, no need to wait an hour for dataloader spinning.
Deploy on MosaicML managed infrastructure, which has been optimized down to the hardware for ML efficiency.
Deploy on any public cloud provider (AWS, Azure, GCP, or OCI). Your training data never leaves your network.