viettel_v3

minhbui/viettel_v3

viettel_v3 is a text generation model from minhbui. Use it when you need the model to write or continue text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
Model type: llama
Access: Public
Created: Sep 27, 2023
Updated: Sep 27, 2023
SHA: c0bfd6df

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Base models

meta-llama/Llama-2-7b-hf

Model card

From the Hugging Face model README

ckpts/llama2-7b-viettel_v3_2epoch

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.4619

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: 2
eval_batch_size: 2
seed: 42
distributed_type: multi-GPU
num_devices: 3
gradient_accumulation_steps: 4
total_train_batch_size: 24
total_eval_batch_size: 6
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 20
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
0.5149	0.25	200	0.5149
0.4977	0.51	400	0.4941
0.4727	0.76	600	0.4824
0.4375	1.02	800	0.4730
0.4455	1.27	1000	0.4682
0.4539	1.53	1200	0.4638
0.4411	1.78	1400	0.4619

Framework versions

Transformers 4.34.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.14.4
Tokenizers 0.14.0

Task: Text Generation
Library: transformers
Type: llama
Created: Sep 27, 2023
Updated: Sep 27, 2023