potential fix for embeddings no loading on AMD cards

        def process_file(path, filename):

            name = os.path.splitext(filename)[0]

            data = torch.load(path)

            data = torch.load(path, map_location="cpu")

            # textual inversion embeddings

            if 'string_to_param' in data:

                if len(emb.shape) == 1:

                    emb = emb.unsqueeze(0)

            self.word_embeddings[name] = emb.detach()

            self.word_embeddings[name] = emb.detach().to(device)

            self.word_embeddings_checksums[name] = f'{const_hash(emb.reshape(-1)*100)&0xffff:04x}'

            ids = tokenizer([name], add_special_tokens=False)['input_ids'][0]