databricks-dolly-15k-pythia-70m-deduped-v1 – AI Model by vineetsharma | AlphaNeural AI

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

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text-generation

generated_from_trainer

EleutherAI/pythia-70m-deduped

autotrain_compatible

text-generation-inference

endpoints_compatible

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databricks-dolly-15k-pythia-70m-deduped-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: 4.3063

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: 0.001
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: 10

Training results

Training Loss	Epoch	Step	Validation Loss
5.8656	1.0	1501	4.6547
4.609	2.0	3002	4.4454
4.1706	3.0	4503	4.3141
3.8124	4.0	6004	4.3063
3.4925	5.0	7505	4.3213
3.1927	6.0	9006	4.3806
2.9257	7.0	10507	4.4425
2.6838	8.0	12008	4.5654
2.4619	9.0	13509	4.7032
2.2826	10.0	15010	4.8537

Framework versions

Transformers 4.33.3
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3