bart-base-finetuned-mini-chatbot

GuysTrans/bart-base-finetuned-mini-chatbot

bart-base-finetuned-mini-chatbot is a machine learning model from GuysTrans. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.

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

Downloads · 30 days

7% of all-time downloads

All-time downloads

851

Public

Repo size

256 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin558 MB · 99%

At a glance

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: Oct 21, 2023
Updated: Nov 2, 2023
SHA: 68e92e6d

Model card

From the Hugging Face model README

bart-base-finetuned-mini-chatbot

This model is a fine-tuned version of GuysTrans/bart-base-finetuned-mini-chatbot on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.7679
Rouge1: 9.0625
Rouge2: 2.3398
Rougel: 7.2415
Rougelsum: 8.8463
Bleu-1: 0.0031
Bleu-2: 0.0014
Bleu-3: 0.0007
Bleu-4: 0.0005
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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Bleu-1	Bleu-2	Bleu-3	Bleu-4	Gen Len
2.2559	1.0	22880	2.7679	9.0625	2.3398	7.2415	8.8463	0.0031	0.0014	0.0007	0.0005	20.0

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Library: transformers
Type: bart
License: apache-2.0
Created: Oct 21, 2023
Updated: Nov 2, 2023