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mod_dep_fl-PEFT_mix-instruct – AI Model by ishikaibm | AlphaNeural AI
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mod_dep_fl-PEFT_mix-instruct
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peft
safetensors
generated_from_trainer
EleutherAI/gpt-neo-125m
adapter
mit
us
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mod_dep_fl-PEFT_mix-instruct
This model is a fine-tuned version of
EleutherAI/gpt-neo-125m
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.5502
Accuracy: -1701.4273
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: 0.005
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
4.5917
0.9524
10
2.8083
-1780.3744
3.7289
2.0
21
2.6099
-1691.0399
3.548
2.9524
31
2.5788
-1751.4823
3.5153
4.0
42
2.5515
-1766.1752
3.4735
4.7619
50
2.5502
-1701.4273
Framework versions
PEFT 0.11.1
Transformers 4.41.1
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1
