Phi-1_5-Summarization-LoRa

pkbiswas/Phi-1_5-Summarization-LoRa

Phi-1_5-Summarization-LoRa is a summarization model from pkbiswas. Use it when you need a shorter version of a longer text. It is set up for peft. The card lists the license as mit.

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

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At a glance

Task: Summarization
Library: peft
License: mit
Access: Public
Created: Mar 19, 2024
Updated: Nov 17, 2024
SHA: 1eb86382

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Base models

microsoft/phi-1_5

Datasets

scitldr

Model card

From the Hugging Face model README

Phi-1.5 Summarization (LoRA)

This model is a fine-tuned version of microsoft/phi-1_5 on the scitldr dataset. It achieves the following results on the evaluation set:

Loss: 2.6242

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: 0.001
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
2.6014	0.25	500	2.6496
2.5756	0.5	1000	2.6445
2.5945	0.75	1500	2.6291
2.5251	1.0	2000	2.6133
2.3196	1.26	2500	2.6370
2.2953	1.51	3000	2.6325
2.452	1.76	3500	2.6242

Framework versions

PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Task: Summarization
Library: peft
License: mit
Created: Mar 19, 2024
Updated: Nov 17, 2024