pythia410m-XYZCompany-1000-steps/README.md

license, base_model, tags, model-index

license	base_model	tags	model-index
apache-2.0	EleutherAI/pythia-410m	generated_from_trainer	name results pythia410m-XYZCompany-1000-steps

pythia410m-XYZCompany-1000-steps

This model is a fine-tuned version of EleutherAI/pythia-410m on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.2944

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: 4
• eval_batch_size: 4
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 8
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 1
• training_steps: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
0.2939	0.32	50	0.2774
0.2993	0.63	100	0.2531
0.2538	0.95	150	0.2429
0.1829	1.27	200	0.2393
0.187	1.59	250	0.2326
0.1737	1.9	300	0.2308
0.1195	2.22	350	0.2405
0.1263	2.54	400	0.2392
0.1248	2.86	450	0.2374
0.069	3.17	500	0.2545
0.08	3.49	550	0.2530
0.0763	3.81	600	0.2553
0.0532	4.13	650	0.2690
0.0465	4.44	700	0.2727
0.0538	4.76	750	0.2734
0.037	5.08	800	0.2834
0.0334	5.4	850	0.2859
0.0299	5.71	900	0.2872
0.0318	6.03	950	0.2906
0.0256	6.35	1000	0.2944

Framework versions

• Transformers 4.32.1
• Pytorch 2.1.2
• Datasets 2.17.1
• Tokenizers 0.13.2