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chatbot-arena-20240726 – AI Model by hasibirok0 | AlphaNeural AI
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chatbot-arena-20240726
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peft
safetensors
generated_from_trainer
unsloth/gemma-2-9b-it-bnb-4bit
adapter
gemma
us
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chatbot-arena-20240726
This model is a fine-tuned version of
unsloth/gemma-2-9b-it-bnb-4bit
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.9601
Acc: 0.5312
Log Loss: 0.9601
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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 30
num_epochs: 1
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Acc
Log Loss
1.1335
0.2195
100
1.0572
0.4740
1.0572
1.0353
0.4391
200
1.1517
0.4740
1.1517
0.9498
0.6586
300
0.9858
0.5182
0.9858
0.9488
0.8782
400
0.9601
0.5312
0.9601
Framework versions
PEFT 0.11.1
Transformers 4.43.3
Pytorch 2.1.1+cu121
Datasets 2.18.0
Tokenizers 0.19.1
