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G-ML-Hyly/
stg-cli13b-t6.mt.him.cln.inter-b4s1e1-20231212-0801

Name: stg-cli13b-t6.mt.him.cln.inter-b4s1e1-20231212-0801
Availability: InStock

safetensors

generated_from_trainer

codellama/CodeLlama-13b-Instruct-hf

finetune

llama2

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stg-cli13b-t6.mt.him.cln.inter-b4s1e1-20231212-0801

This model is a fine-tuned version of codellama/CodeLlama-13b-Instruct-hf on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0546

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: 0.0002
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.367	0.03	100	0.0896
0.0809	0.07	200	0.0730
0.0721	0.1	300	0.0687
0.065	0.13	400	0.0632
0.0629	0.17	500	0.0636
0.0618	0.2	600	0.0608
0.0606	0.23	700	0.0615
0.0604	0.27	800	0.0599
0.0598	0.3	900	0.0601
0.0599	0.33	1000	0.0598
0.0613	0.37	1100	0.0598
0.0597	0.4	1200	0.0590
0.06	0.43	1300	0.0589
0.058	0.47	1400	0.0589
0.058	0.5	1500	0.0575
0.0578	0.53	1600	0.0576
0.0569	0.57	1700	0.0566
0.0573	0.6	1800	0.0574
0.0577	0.63	1900	0.0567
0.0574	0.67	2000	0.0561
0.0566	0.7	2100	0.0559
0.056	0.74	2200	0.0562
0.0563	0.77	2300	0.0556
0.0551	0.8	2400	0.0553
0.0554	0.84	2500	0.0551
0.0553	0.87	2600	0.0550
0.0548	0.9	2700	0.0547
0.0547	0.94	2800	0.0546
0.0547	0.97	2900	0.0546

Framework versions

Transformers 4.36.0.dev0
Pytorch 2.1.1+cu121
Datasets 2.15.0
Tokenizers 0.15.0

G-ML-Hyly/stg-cli13b-t6.mt.him.cln.inter-b4s1e1-20231212-0801

stg-cli13b-t6.mt.him.cln.inter-b4s1e1-20231212-0801

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

G-ML-Hyly/
stg-cli13b-t6.mt.him.cln.inter-b4s1e1-20231212-0801