tian-ft4bit

Sirawipa/tian-ft4bit

tian-ft4bit 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: May 15, 2024
Updated: May 15, 2024
SHA: 3207d29c

Base models

openthaigpt/openthaigpt-1.0.0-7b-chat

Model card

From the Hugging Face model README

tian-ft4bit

This model is a fine-tuned version of openthaigpt/openthaigpt-1.0.0-7b-chat on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2898

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 2
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.8288	0.9524	10	1.1157
0.7351	2.0	21	0.3817
0.3298	2.9524	31	0.2716
0.1567	4.0	42	0.2654
0.091	4.9524	52	0.2830
0.0572	6.0	63	0.2835
0.0542	6.9524	73	0.2912
0.0448	8.0	84	0.2886
0.0464	8.9524	94	0.2890
0.0389	9.5238	100	0.2898

Framework versions

PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.2.2+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: May 15, 2024
Updated: May 15, 2024