CodePhi-3-miniFull0.1k

AdnanRiaz107/CodePhi-3-miniFull0.1k

CodePhi-3-miniFull0.1k is a machine learning model from AdnanRiaz107. 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 mit.

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

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Hugging Face

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At a glance

License: mit
Model type: phi3
Access: Public
Created: Sep 11, 2024
Updated: Sep 11, 2024
SHA: 537642cb

Base models

microsoft/Phi-3-mini-128k-instruct

Model card

From the Hugging Face model README

CodePhi-3-miniFull0.1k

This model is a fine-tuned version of microsoft/Phi-3-mini-128k-instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6586

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: 5e-06
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 10
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
0.7277	0.1	10	0.7000
0.6698	0.2	20	0.6784
0.6505	0.3	30	0.6673
0.6621	0.4	40	0.6620
0.5436	0.5	50	0.6590
0.3544	0.6	60	0.6591
0.4525	0.7	70	0.6588
0.4208	0.8	80	0.6586
0.5922	0.9	90	0.6586
0.6187	1.0	100	0.6586

Framework versions

Transformers 4.40.2
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Type: phi3
License: mit
Created: Sep 11, 2024
Updated: Sep 11, 2024