cerebras.modelzoo.common.utils.model.lora.LoRA_Embedding#

class cerebras.modelzoo.common.utils.model.lora.LoRA_Embedding[source]#

Bases: torch.nn.Embedding, cerebras.modelzoo.common.utils.model.lora.LoRALayer

LoRA embedding layer From https://github.com/microsoft/LoRA/blob/main/loralib/layers.py.

Methods

`forward`
`reset_parameters`
`train`

__init__(num_embeddings: int, embedding_dim: int, r: int = 0, lora_alpha: int = 1, merge_weights: bool = True, **kwargs)[source]#

__call__(*args: Any, **kwargs: Any) → Any#: Call self as a function.

static __new__(cls, *args: Any, **kwargs: Any) → Any#

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