phi-1_5-finetuned-model-instruction

nulltella/phi-1_5-finetuned-model-instruction

phi-1_5-finetuned-model-instruction is a machine learning model from nulltella. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.

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

Downloads · 30 days

Access

Public

Updated Oct 11, 2023

Repo size

252 MB

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Public

Hugging Face

Repo makeup

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.bin50.4 MB · 100%

At a glance

License: other
Access: Public
Created: Oct 11, 2023
Updated: Oct 11, 2023
SHA: 8c661dca

Base models

microsoft/phi-1_5

Model card

From the Hugging Face model README

phi-1_5-finetuned-model-instruction

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

Loss: 2.0478

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: 0.0004
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
2.1228	0.81	250	2.1649
2.0486	1.62	500	2.1162
1.9924	2.44	750	2.0775
1.9132	3.25	1000	2.0590
1.8639	4.06	1250	2.0433
1.8384	4.87	1500	2.0478

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

License: other
Created: Oct 11, 2023
Updated: Oct 11, 2023