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climate-peft – AI Model by kahliahogg | AlphaNeural AI
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kahliahogg
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climate-peft
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peft
safetensors
trl
sft
generated_from_trainer
generator
eci-io/climategpt-7b
adapter
us
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climate-peft
This model is a fine-tuned version of
eci-io/climategpt-7b
on the generator dataset. It achieves the following results on the evaluation set:
Loss: 1.2605
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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
1.4821
1.0
18
1.3099
1.2442
2.0
36
1.2665
1.1787
3.0
54
1.2603
1.1356
4.0
72
1.2605
Framework versions
PEFT 0.7.2.dev0
Transformers 4.36.2
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.2
