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llama2-13b – AI Model by kingducks | AlphaNeural AI
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llama2-13b
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peft
tensorboard
safetensors
trl
sft
generated_from_trainer
meta-llama/Llama-2-13b-chat-hf
adapter
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llama2-13b
This model is a fine-tuned version of
meta-llama/Llama-2-13b-chat-hf
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.5663
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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.3
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
1.7874
0.65
10
1.7054
1.6126
1.29
20
1.6171
1.5251
1.94
30
1.5663
Framework versions
PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.0.1
Datasets 2.18.0
Tokenizers 0.15.2
