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llama2-test-sample – AI Model by monjoie11 | AlphaNeural AI
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llama2-test-sample
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transformers
tensorboard
llama
text-generation
generated_from_trainer
meta-llama/Llama-2-7b-hf
finetune
autotrain_compatible
endpoints_compatible
us
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llama2-test-sample
This model is a fine-tuned version of
meta-llama/Llama-2-7b-hf
on an unknown dataset.
Model description
Created using
https://towardsdatascience.com/fine-tune-your-own-llama-2-model-in-a-colab-notebook-df9823a04a32
and
https://medium.com/odicis-data-engineering/language-modelling-fine-tuning-the-llama2-46a947b0720d
Intended uses & limitations
practice
Training and evaluation data meta-llama/Llama-2-7b-hf
meta-llama/Llama-2-7b-hf trained with timdettmers/openassistant-guanaco
Training procedure
SFT
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
training_steps: 20
Training results
Framework versions
Transformers 4.31.0
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.13.3
