Hugging Face's logo

sammyj4148
/
cu-go-bart-large-xsum

Text2Text Generation
Transformers
PyTorch
TensorBoard
bart
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community

You need to agree to share your contact information to access this model

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this model content.

cu-go-bart-large-xsum

This model is a fine-tuned version of facebook/bart-large on the xsum 3.0.0 dataset. It achieves the following results on the evaluation set:

  • Loss: 1.7265
  • Rouge1: 44.3986
  • Rouge2: 21.5299
  • Rougel: 36.3546
  • Rougelsum: 36.3492
  • Gen Len: 26.3149

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: 5e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0

Training results

Framework versions

  • Transformers 4.35.0.dev0
  • Pytorch 2.0.1+cu117
  • Datasets 2.12.0
  • Tokenizers 0.14.1
Downloads last month
0
Inference Examples
Text2Text Generation
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 sammyj4148/cu-go-bart-large-xsum

Base model

facebook/bart-large
Finetuned
(145)
this model

Dataset used to train sammyj4148/cu-go-bart-large-xsum

Evaluation results

View on Papers With Code