local_model_directory

Sirawipa/local_model_directory

local_model_directory is a machine learning model from Sirawipa. 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 apache-2.0.

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: apache-2.0
Access: Public
Created: Jul 4, 2024
Updated: Jul 4, 2024
SHA: f9b237d4

Base models

Model card

From the Hugging Face model README

local_model_directory

This model is a fine-tuned version of scb10x/typhoon-7b on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4505

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: 0.0002
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 100
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
5.0407	0.9524	5	4.8168
3.5268	1.9048	10	2.1234
1.9397	2.8571	15	1.2800
1.0223	4.0	21	0.7717
0.8135	4.9524	26	0.5757
0.6574	5.9048	31	0.5178
0.5833	6.8571	36	0.4854
0.4549	8.0	42	0.4494
0.5012	8.9524	47	0.4294
0.514	9.9048	52	0.4505

Framework versions

PEFT 0.11.1
Transformers 4.42.3
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Jul 4, 2024
Updated: Jul 4, 2024