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experiments – AI Model by zheng438 | AlphaNeural AI
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zheng438
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peft
tensorboard
safetensors
trl
sft
generated_from_trainer
TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
adapter
apache-2.0
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This model is a fine-tuned version of
TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.0912
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: 0.0001
train_batch_size: 4
eval_batch_size: 8
seed: 123
gradient_accumulation_steps: 4
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: 0.1
num_epochs: 1
Training results
Training Loss
Epoch
Step
Validation Loss
0.1412
0.2
311
0.1461
0.1095
0.4
622
0.1154
0.089
0.6
933
0.1029
0.0875
0.8
1244
0.0912
Framework versions
PEFT 0.8.1
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.1
