Edit model card

my_awesome_longformer_model

This model is a fine-tuned version of allenai/led-base-16384 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4077
  • Rouge1: 0.0238
  • Rouge2: 0.0067
  • Rougel: 0.0222
  • Rougelsum: 0.0239
  • Gen Len: 20.0

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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
No log 1.0 1 2.8467 0.0088 0.0 0.0088 0.0086 20.0
No log 2.0 2 1.8386 0.0244 0.0032 0.0204 0.0219 20.0
No log 3.0 3 1.5336 0.0231 0.0048 0.0214 0.0228 20.0
No log 4.0 4 1.4077 0.0238 0.0067 0.0222 0.0239 20.0

Framework versions

  • Transformers 4.38.1
  • Pytorch 2.1.0+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2
Downloads last month
3
Safetensors
Model size
162M params
Tensor type
F32
·
Inference Examples
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 Dannyp0/my_awesome_longformer_model

Finetuned
(23)
this model