wiki_lora_hoa1b4_9_epoch

Luongdzung/wiki_lora_hoa1b4_9_epoch

wiki_lora_hoa1b4_9_epoch is a machine learning model from Luongdzung. 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 bigscience-bloom-rail-1.0.

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: bigscience-bloom-rail-1.0
Access: Public
Created: Aug 23, 2024
Updated: Aug 23, 2024
SHA: 96d61a1f

Base models

vlsp-2023-vllm/hoa-1b4

Model card

From the Hugging Face model README

wiki_lora_hoa1b4_9_epoch

This model is a fine-tuned version of vlsp-2023-vllm/hoa-1b4 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2950

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 9

Training results

Training Loss	Epoch	Step	Validation Loss
19.8534	1.0	50	19.1101
6.1343	2.0	100	3.7264
2.6442	3.0	150	2.1457
2.5735	4.0	200	1.8858
2.3726	5.0	250	1.6905
2.1321	6.0	300	1.5279
2.0719	7.0	350	1.4009
1.7432	8.0	400	1.3213
1.7092	9.0	450	1.2950

Framework versions

PEFT 0.12.0
Transformers 4.44.0
Pytorch 2.4.0
Datasets 2.21.0
Tokenizers 0.19.1

Library: peft
License: bigscience-bloom-rail-1.0
Created: Aug 23, 2024
Updated: Aug 23, 2024