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Litzy619/
PHI30511HMA12H

Name: PHI30511HMA12H
Availability: InStock

safetensors

generated_from_trainer

microsoft/Phi-3-mini-4k-instruct

finetune

mit

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PHI30511HMA12H

This model is a fine-tuned version of microsoft/Phi-3-mini-4k-instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0869

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: 0.0003
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine_with_restarts
lr_scheduler_warmup_steps: 100
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.8775	0.09	10	0.3763
0.2111	0.18	20	0.1599
0.1716	0.27	30	0.1572
0.1387	0.36	40	0.1256
0.1207	0.45	50	0.1180
0.122	0.54	60	0.0924
0.0892	0.63	70	0.1051
0.0987	0.73	80	0.0895
0.0714	0.82	90	0.0755
0.0719	0.91	100	0.0724
0.0733	1.0	110	0.0718
0.049	1.09	120	0.0710
0.0504	1.18	130	0.0854
0.0585	1.27	140	0.0735
0.0539	1.36	150	0.0671
0.0588	1.45	160	0.0735
0.0502	1.54	170	0.0683
0.0509	1.63	180	0.0710
0.044	1.72	190	0.0674
0.0467	1.81	200	0.0708
0.0521	1.9	210	0.0689
0.0468	1.99	220	0.0721
0.0233	2.08	230	0.0698
0.0207	2.18	240	0.0851
0.0189	2.27	250	0.1004
0.0112	2.36	260	0.1035
0.0194	2.45	270	0.0972
0.0133	2.54	280	0.0941
0.0184	2.63	290	0.0909
0.0207	2.72	300	0.0879
0.0158	2.81	310	0.0870
0.0192	2.9	320	0.0871
0.015	2.99	330	0.0869

Framework versions

Transformers 4.36.0.dev0
Pytorch 2.1.2+cu121
Datasets 2.18.0
Tokenizers 0.14.1

Litzy619/PHI30511HMA12H

PHI30511HMA12H

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Litzy619/
PHI30511HMA12H