codingutf8 2020 mesh tensorflow s t5 s and huggingface inc team licensed under the apache license version 2 0 the license you may not use this file except in compliance with the license you may obtain a copy of the license at http www apache orglicenseslicense2 0 unless required by applicable law or agreed to in writing software distributed under the license is distributed on an as is basis without warranties or conditions of any kind either express or implied see the license for the specific language governing permissions and limitations under the license tensorflow mt5 model from utils import logging from t5 modelingtft5 import tft5encodermodel tft5forconditionalgeneration tft5model from configurationmt5 import mt5config logger logging getloggername configfordoc t5config class tfmt5modeltft5model r this class overrides tft5model please check the superclass for the appropriate documentation alongside usage examples examples python from transformers import tfmt5model autotokenizer model tfmt5model frompretrainedgooglemt5small tokenizer autotokenizer frompretrainedgooglemt5small article un offizier sagt dass weiter verhandelt werden muss in syrien summary weiter verhandlung in syrien inputs tokenizerarticle returntensorstf labels tokenizertexttargetsummary returntensorstf outputs modelinputidsinputsinputids decoderinputidslabelsinputids hiddenstates outputs lasthiddenstate modeltype mt5 configclass mt5config class tfmt5forconditionalgenerationtft5forconditionalgeneration r this class overrides tft5forconditionalgeneration please check the superclass for the appropriate documentation alongside usage examples examples python from transformers import tfmt5forconditionalgeneration autotokenizer model tfmt5forconditionalgeneration frompretrainedgooglemt5small tokenizer autotokenizer frompretrainedgooglemt5small article un offizier sagt dass weiter verhandelt werden muss in syrien summary weiter verhandlung in syrien inputs tokenizerarticle texttargetsummary returntensorstf outputs modelinputs loss outputs loss modeltype mt5 configclass mt5config class tfmt5encodermodeltft5encodermodel r this class overrides tft5encodermodel please check the superclass for the appropriate documentation alongside usage examples examples python from transformers import tfmt5encodermodel autotokenizer model tfmt5encodermodel frompretrainedgooglemt5small tokenizer autotokenizer frompretrainedgooglemt5small article un offizier sagt dass weiter verhandelt werden muss in syrien inputids tokenizerarticle returntensorstf inputids outputs modelinputids hiddenstate outputs lasthiddenstate modeltype mt5 configclass mt5config coding utf 8 2020 mesh tensorflow s t5 s and huggingface inc team licensed under the apache license version 2 0 the license you may not use this file except in compliance with the license you may obtain a copy of the license at http www apache org licenses license 2 0 unless required by applicable law or agreed to in writing software distributed under the license is distributed on an as is basis without warranties or conditions of any kind either express or implied see the license for the specific language governing permissions and limitations under the license tensorflow mt5 model this class overrides tft5model please check the superclass for the appropriate documentation alongside usage examples examples python from transformers import tfmt5model autotokenizer model tfmt5model from_pretrained google mt5 small tokenizer autotokenizer from_pretrained google mt5 small article un offizier sagt dass weiter verhandelt werden muss in syrien summary weiter verhandlung in syrien inputs tokenizer article return_tensors tf labels tokenizer text_target summary return_tensors tf outputs model input_ids inputs input_ids decoder_input_ids labels input_ids hidden_states outputs last_hidden_state this class overrides tft5forconditionalgeneration please check the superclass for the appropriate documentation alongside usage examples examples python from transformers import tfmt5forconditionalgeneration autotokenizer model tfmt5forconditionalgeneration from_pretrained google mt5 small tokenizer autotokenizer from_pretrained google mt5 small article un offizier sagt dass weiter verhandelt werden muss in syrien summary weiter verhandlung in syrien inputs tokenizer article text_target summary return_tensors tf outputs model inputs loss outputs loss this class overrides tft5encodermodel please check the superclass for the appropriate documentation alongside usage examples examples python from transformers import tfmt5encodermodel autotokenizer model tfmt5encodermodel from_pretrained google mt5 small tokenizer autotokenizer from_pretrained google mt5 small article un offizier sagt dass weiter verhandelt werden muss in syrien input_ids tokenizer article return_tensors tf input_ids outputs model input_ids hidden_state outputs last_hidden_state
from ...utils import logging
from ..t5.modeling_tf_t5 import TFT5EncoderModel, TFT5ForConditionalGeneration, TFT5Model
from .configuration_mt5 import MT5Config


logger = logging.get_logger(__name__)

_CONFIG_FOR_DOC = "T5Config"


class TFMT5Model(TFT5Model):
    r

    model_type = "mt5"
    config_class = MT5Config


class TFMT5ForConditionalGeneration(TFT5ForConditionalGeneration):
    r

    model_type = "mt5"
    config_class = MT5Config


class TFMT5EncoderModel(TFT5EncoderModel):
    r

    model_type = "mt5"
    config_class = MT5Config