experiments500czephymodel_v4

trungtienluong/experiments500czephymodel_v4

experiments500czephymodel_v4 is a machine learning model from trungtienluong. 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 peft. 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

Library: peft
License: mit
Access: Public
Created: Jul 11, 2024
Updated: Jul 11, 2024
SHA: 160fea3c

Base models

HuggingFaceH4/zephyr-7b-beta

Model card

From the Hugging Face model README

experiments500czephymodel_v4

This model is a fine-tuned version of HuggingFaceH4/zephyr-7b-beta on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2749

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: 2e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 8
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.3561	1.0	50	0.3625
0.2785	2.0	100	0.3014
0.1976	3.0	150	0.2770
0.1583	4.0	200	0.2718
0.1064	5.0	250	0.2785
0.0787	6.0	300	0.2934
0.0523	7.0	350	0.3087
0.0447	8.0	400	0.3199

Framework versions

PEFT 0.11.1
Transformers 4.36.0
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.15.2

Library: peft
License: mit
Created: Jul 11, 2024
Updated: Jul 11, 2024