MammoLLM_bz32_acc4_lr1e4_large – AI Model by LikelySurf | AlphaNeural AI

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LikelySurf/
MammoLLM_bz32_acc4_lr1e4_large

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text-generation

generated_from_trainer

openai-community/gpt2

autotrain_compatible

text-generation-inference

endpoints_compatible

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MammoLLM_bz32_acc4_lr1e4_large

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

Loss: 1.1323

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: 64
eval_batch_size: 64
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 1000
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
3.5563	0.48	500	2.1117
1.963	0.96	1000	1.6979
1.6708	1.44	1500	1.5274
1.5456	1.92	2000	1.4406
1.452	2.4	2500	1.3906
1.4081	2.87	3000	1.3467
1.346	3.35	3500	1.3180
1.3133	3.83	4000	1.2879
1.2622	4.31	4500	1.2587
1.2337	4.79	5000	1.2409
1.1872	5.27	5500	1.2200
1.158	5.75	6000	1.2001
1.12	6.23	6500	1.1842
1.0878	6.71	7000	1.1682
1.0622	7.19	7500	1.1585
1.0307	7.66	8000	1.1475
1.015	8.14	8500	1.1406
0.991	8.62	9000	1.1355
0.9858	9.1	9500	1.1336
0.9718	9.58	10000	1.1323

Framework versions

Transformers 4.31.0
Pytorch 2.0.1+cu117
Datasets 2.14.3
Tokenizers 0.13.3