pythia70M-finetuned-on-lamini-docs – AI Model by herMaster | AlphaNeural AI

You can deploy this model and start earning money today!

herMaster/
pythia70M-finetuned-on-lamini-docs

like

0

text-generation

generated_from_trainer

lamini/lamini_docs

EleutherAI/pythia-70m

autotrain_compatible

text-generation-inference

Views

No views yet

pythia70M-finetuned-on-lamini-docs

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

Loss: 2.0582

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: 1e-05
train_batch_size: 1
eval_batch_size: 1
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: linear
lr_scheduler_warmup_steps: 1
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
3.3194	0.16	50	2.4776
2.3198	0.32	100	2.3780
2.16	0.48	150	2.2905
2.2156	0.63	200	2.2450
2.3342	0.79	250	2.1934
2.7634	0.95	300	2.1748
2.4963	1.11	350	2.1500
2.1493	1.27	400	2.1413
1.8731	1.43	450	2.1200
2.0132	1.59	500	2.1030
1.9606	1.75	550	2.0848
1.37	1.9	600	2.0659
1.7681	2.06	650	2.0744
1.8926	2.22	700	2.0779
1.2409	2.38	750	2.0683
1.489	2.54	800	2.0616
1.5143	2.7	850	2.0604
1.3736	2.86	900	2.0582

Framework versions

Transformers 4.34.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1