DS-Chatbox-mbart-large-50

antphb/DS-Chatbox-mbart-large-50

DS-Chatbox-mbart-large-50 is a text generation model from antphb. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

Task: Text Generation
Library: transformers
License: mit
Model type: mbart
Access: Public
Created: Jun 17, 2023
Updated: Jun 17, 2023
SHA: c0e34f1f

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Model card

From the Hugging Face model README

DS-Chatbox-mbart-large-50

This model is a fine-tuned version of facebook/mbart-large-50 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0014

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: 0.0005
train_batch_size: 4
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 64
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.977	0.19	100	0.0001
0.023	0.38	200	0.0002
0.0005	0.57	300	0.0005
0.0007	0.76	400	0.0006
0.0012	0.95	500	0.0014

Framework versions

Transformers 4.30.1
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: mbart
License: mit
Created: Jun 17, 2023
Updated: Jun 17, 2023