financeLM_outputpath_final_model_15 – AI Model by Supersaiyan1729 | AlphaNeural AI

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financeLM_outputpath_final_model_15

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text-generation

generated_from_trainer

openai-community/gpt2

autotrain_compatible

text-generation-inference

endpoints_compatible

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financeLM_outputpath_final_model_15

This model is a fine-tuned version of openai-community/gpt2 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.9396

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: 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_ratio: 0.03
num_epochs: 15

Training results

Training Loss	Epoch	Step	Validation Loss
1.6902	1.0	671	1.3422
1.0644	2.0	1342	1.3353
0.8371	3.0	2013	1.4028
0.6842	4.0	2685	1.4639
0.5775	5.0	3356	1.5597
0.4967	6.0	4027	1.6722
0.438	7.0	4698	1.7115
0.3909	8.0	5370	1.7681
0.3556	9.0	6041	1.8081
0.3293	10.0	6712	1.8478
0.3076	11.0	7383	1.8752
0.2908	12.0	8055	1.8949
0.2781	13.0	8726	1.9260
0.2685	14.0	9397	1.9298
0.2602	14.99	10065	1.9396

Framework versions

Transformers 4.35.0
Pytorch 2.1.2+cu121
Datasets 2.14.5
Tokenizers 0.14.1