Commit cbb857b6 authored by AUTOMATIC's avatar AUTOMATIC
Browse files

enable creating embedding with --medvram

parent ee73341f
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+3 −0
Original line number Diff line number Diff line
@@ -157,6 +157,9 @@ def create_embedding(name, num_vectors_per_token, overwrite_old, init_text='*'):
    cond_model = shared.sd_model.cond_stage_model
    embedding_layer = cond_model.wrapped.transformer.text_model.embeddings

    with devices.autocast():
        cond_model([""])  # will send cond model to GPU if lowvram/medvram is active

    ids = cond_model.tokenizer(init_text, max_length=num_vectors_per_token, return_tensors="pt", add_special_tokens=False)["input_ids"]
    embedded = embedding_layer.token_embedding.wrapped(ids.to(devices.device)).squeeze(0)
    vec = torch.zeros((num_vectors_per_token, embedded.shape[1]), device=devices.device)