| type | The optimizer name. DeepSpeed natively supports **Adam**, **OneBitAdam**, and **Lamb** optimizers and will import other optimizers from [torch](https://pytorch.org/docs/stable/optim.html). | `"Adam"` |
| type | The optimizer name. DeepSpeed natively supports **Adam**, **AdamW**, **OneBitAdam**, and **Lamb** optimizers and will import other optimizers from [torch](https://pytorch.org/docs/stable/optim.html). | `"Adam"` |
| params | Dictionary of parameters to instantiate optimizer. The parameter names must match the optimizer constructor signature (e.g., for [Adam](https://pytorch.org/docs/stable/optim.html#torch.optim.Adam)). | `{"lr": 0.001, "eps": 1e-8}` |