YAML Metadata Error: "datasets[0]" with value "KETI-AIR/aihub_koenzh_food_translation,KETI-AIR/aihub_scitech_translation,KETI-AIR/aihub_scitech20_translation,KETI-AIR/aihub_socialtech20_translation,KETI-AIR/aihub_spoken_language_translation" is not valid. If possible, use a dataset id from https://hf.co/datasets.

YAML Metadata Error: "model-index[0].results[0].dataset.type" with value "KETI-AIR/aihub_koenzh_food_translation,KETI-AIR/aihub_scitech_translation,KETI-AIR/aihub_scitech20_translation,KETI-AIR/aihub_socialtech20_translation,KETI-AIR/aihub_spoken_language_translation" fails to match the required pattern: /^(?:[\w-]+\/)?[\w-.]+$/

ko2en_bidirection2

This model is a fine-tuned version of KETI-AIR/long-ke-t5-base on the KETI-AIR/aihub_koenzh_food_translation,KETI-AIR/aihub_scitech_translation,KETI-AIR/aihub_scitech20_translation,KETI-AIR/aihub_socialtech20_translation,KETI-AIR/aihub_spoken_language_translation koen,none,none,none,none dataset. It achieves the following results on the evaluation set:

Loss: 0.5716
Bleu: 51.5949
Gen Len: 28.8348

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.001
train_batch_size: 16
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 128
total_eval_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.7004	1.0	187524	0.6461	28.0622	17.8368
0.6176	2.0	375048	0.5967	29.3033	17.8281
0.5642	3.0	562572	0.5716	30.0045	17.8366

Framework versions

Transformers 4.25.1
Pytorch 1.12.0
Datasets 2.8.0
Tokenizers 0.13.2

Downloads last month: 48

Safetensors

Model size

297M params

Tensor type

F32

Inference Examples

Translation

This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for KETI-AIR-Downstream/long-ke-t5-base-translation-aihub-bidirection

Base model

KETI-AIR/long-ke-t5-base

Finetuned

(7)

this model

Spaces using KETI-AIR-Downstream/long-ke-t5-base-translation-aihub-bidirection 11

Evaluation results

Model card error

This model's model-index metadata is invalid: Schema validation error. "model-index[0].results[0].dataset.type" with value "KETI-AIR/aihub_koenzh_food_translation,KETI-AIR/aihub_scitech_translation,KETI-AIR/aihub_scitech20_translation,KETI-AIR/aihub_socialtech20_translation,KETI-AIR/aihub_spoken_language_translation" fails to match the required pattern: /^(?:[\w-]+\/)?[\w-.]+$/