stock-summary-model

Abiggj99/stock-summary-model

stock-summary-model is a machine learning model from Abiggj99. 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

185

Public

Parameters

139M

10 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors558 MB · 100%

At a glance

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: Nov 9, 2024
Updated: Nov 10, 2024
SHA: ab5711ad

Base models

facebook/bart-base

Model card

From the Hugging Face model README

stock-summary-model

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

Loss: 0.0047

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: 0.0001
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	17	3.0099
No log	2.0	34	0.8798
3.3639	3.0	51	0.1632
3.3639	4.0	68	0.0385
3.3639	5.0	85	0.0146
0.0802	6.0	102	0.0091
0.0802	7.0	119	0.0067
0.0802	8.0	136	0.0057
0.0147	9.0	153	0.0048
0.0147	10.0	170	0.0047

Framework versions

Transformers 4.44.1
Pytorch 2.4.1
Datasets 1.18.3
Tokenizers 0.19.1

Library: transformers
Type: bart
License: apache-2.0
Created: Nov 9, 2024
Updated: Nov 10, 2024