distilbert_beekeeping_QandA_model

juman48/distilbert_beekeeping_QandA_model

distilbert_beekeeping_QandA_model is a question answering model from juman48. Use it when the input is a question plus a passage. 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. --

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At a glance

Task: Question Answering
Library: transformers
License: apache-2.0
Model type: distilbert
Access: Public
Created: May 12, 2024
Updated: May 28, 2024
SHA: 0c0be6ff

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Base models

Model card

From the Hugging Face model README

distilbert_beekeeping_QandA_model

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1106

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: 3e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	54	0.4174
No log	2.0	108	0.1275
No log	3.0	162	0.1516
No log	4.0	216	0.1016
No log	5.0	270	0.1128
No log	6.0	324	0.1058
No log	7.0	378	0.0903
No log	8.0	432	0.1027
No log	9.0	486	0.1285
0.369	10.0	540	0.1211

Framework versions

Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Question Answering
Library: transformers
Type: distilbert
License: apache-2.0
Created: May 12, 2024
Updated: May 28, 2024