blenderbot-400M-distill-dialy-dialog

deniandriancode/blenderbot-400M-distill-dialy-dialog

blenderbot-400M-distill-dialy-dialog is a machine learning model from deniandriancode. 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

2% of all-time downloads

All-time downloads

382

Public

Repo size

2.9 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin1.5 GB · 100%

At a glance

Library: transformers
License: apache-2.0
Model type: blenderbot
Access: Public
Created: Oct 9, 2023
Updated: Oct 9, 2023
SHA: 8f675936

Base models

facebook/blenderbot-400M-distill

Datasets

daily_dialog

Model card

From the Hugging Face model README

blenderbot-400M-distill-dialy-dialog

This model is a fine-tuned version of facebook/blenderbot-400M-distill on the daily_dialog dataset. It achieves the following results on the evaluation set:

Loss: 0.5989

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: 5.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	10	1.0994
No log	2.0	20	0.7949
No log	3.0	30	0.6735
No log	4.0	40	0.6152
No log	5.0	50	0.5989

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Library: transformers
Type: blenderbot
License: apache-2.0
Created: Oct 9, 2023
Updated: Oct 9, 2023