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README.md

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 ---
 license: apache-2.0
 ---
+
+# Cohere `multilingual-22-12` tokenizer
+
+This is the tokenizer for the Cohere `multilingual-22-12` embedding model: [Cohere Multilingual Embeddings](https://docs.cohere.ai/docs/multilingual-language-models)
+
+You can load it with the transformers library like this:
+```python
+from transformers import AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("Cohere/multilingual-22-12")
+text = "Hellö World, this is my input string!"
+enc = tokenizer(text)
+print("Encoded input:")
+print(enc)
+
+inv_vocab = {v: k for k, v in tokenizer.vocab.items()}
+tokens = [inv_vocab[token_id] for token_id in enc['input_ids']]
+print("Tokens:")
+print(tokens)
+
+number_of_tokens = len(enc['input_ids'])
+print("Number of tokens:", number_of_tokens)
+```