databricks-dolly-15k-pythia-70m-deduped – AI Model by vineetsharma | AlphaNeural AI

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vineetsharma/
databricks-dolly-15k-pythia-70m-deduped

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text-generation

generated_from_trainer

EleutherAI/pythia-70m-deduped

autotrain_compatible

text-generation-inference

endpoints_compatible

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pythia-70m-deduped-databricks-dolly-15k-v1

This model is a fine-tuned version of EleutherAI/pythia-70m-deduped on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 5.3362

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: 0.01
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 20

Training results

Training Loss	Epoch	Step	Validation Loss
22.5289	1.0	1501	10.2721
8.5659	2.0	3002	6.0637
6.1434	3.0	4503	5.6654
5.735	4.0	6004	5.5859
5.5524	5.0	7505	5.5399
5.4368	6.0	9006	5.5221
5.3728	7.0	10507	5.5221
5.2796	8.0	12008	5.5022
5.1963	9.0	13509	5.4812
5.1361	10.0	15010	5.4652
5.0767	11.0	16511	5.4530
5.014	12.0	18012	5.4161
4.9554	13.0	19513	5.3732
4.9044	14.0	21014	5.3763
4.8483	15.0	22515	5.3694
4.7916	16.0	24016	5.3432
4.7383	17.0	25517	5.3308
4.675	18.0	27018	5.3203
4.6223	19.0	28519	5.3429
4.5733	20.0	30020	5.3362

Framework versions

Transformers 4.33.2
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3