wiki_lora_hoa1b4_15_epoch

Luongdzung/wiki_lora_hoa1b4_15_epoch

wiki_lora_hoa1b4_15_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: 1951bcfe

Base models

vlsp-2023-vllm/hoa-1b4

Model card

From the Hugging Face model README

wiki_lora_hoa1b4_15_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: 0.2544

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: 15

Training results

Training Loss	Epoch	Step	Validation Loss
19.6041	1.0	50	18.7356
5.3787	2.0	100	2.7051
3.4559	3.0	150	2.0077
1.7394	4.0	200	1.6610
1.4427	5.0	250	1.3440
1.0363	6.0	300	1.0267
0.9629	7.0	350	0.7544
0.5965	8.0	400	0.5325
0.4756	9.0	450	0.4114
0.299	10.0	500	0.3445
0.3162	11.0	550	0.3028
0.2772	12.0	600	0.2796
0.2617	13.0	650	0.2658
0.2485	14.0	700	0.2569
0.2272	15.0	750	0.2544

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