| language: no | |
| license: CC-BY 4.0 | |
| tags: | |
| - seq2seq | |
| datasets: | |
| - Norwegian Nynorsk/Bokmål | |
| # 🇳🇴 Norwegian T5 Base model Trained on the NCC🇳🇴 | |
| This is a Norwegian T5-base model trained on the Norwegian Colossal Corpus (NCC) on a TPU v3-8. It needs to be finetuned on a specific task before being used for anything. | |
| The following setting were used in training: | |
| ```bash | |
| ./run_t5_mlm_flax_streaming.py \ | |
| --output_dir="./" \ | |
| --model_type="t5" \ | |
| --config_name="./" \ | |
| --tokenizer_name="./" \ | |
| --dataset_name="pere/norwegian_colossal_corpus_v2_short100k" \ | |
| --max_seq_length="512" \ | |
| --weight_decay="0.01" \ | |
| --per_device_train_batch_size="32" \ | |
| --per_device_eval_batch_size="32" \ | |
| --learning_rate="8e-3" \ | |
| --warmup_steps="0" \ | |
| --overwrite_output_dir \ | |
| --cache_dir /mnt/disks/flaxdisk/cache/ \ | |
| --num_train_epochs="5" \ | |
| --adam_beta1="0.9" \ | |
| --adam_beta2="0.98" \ | |
| --logging_steps="500" \ | |
| --num_train_steps="1000000" \ | |
| --num_eval_samples="5000" \ | |
| --save_steps="5000" \ | |
| --eval_steps="5000" \ | |
| --preprocessing_num_workers 96 \ | |
| --adafactor \ | |
| --push_to_hub | |
| ``` | |