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vdavidr/
CodeLlama-7b-Instruct-hf_Fi__translations_size_104_epochs_10_2024-06-22_03-11-17_3557642

Name: CodeLlama-7b-Instruct-hf_Fi__translations_size_104_epochs_10_2024-06-22_03-11-17_3557642
Availability: InStock

tensorboard

safetensors

generated_from_trainer

codellama/CodeLlama-7b-Instruct-hf

finetune

llama2

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CodeLlama-7b-Instruct-hf_Fi__translations_size_104_epochs_10_2024-06-22_03-11-17_3557642

This model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.3204
Accuracy: 0.035
Chrf: 0.736
Bleu: 0.656
Sacrebleu: 0.7
Rouge1: 0.689
Rouge2: 0.506
Rougel: 0.657
Rougelsum: 0.684
Meteor: 0.613

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: 1
eval_batch_size: 1
seed: 3407
distributed_type: multi-GPU
num_devices: 4
total_train_batch_size: 4
total_eval_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-06
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 104
training_steps: 1040

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	Chrf	Bleu	Sacrebleu	Rouge1	Rouge2	Rougel	Rougelsum	Meteor
0.2911	4.0	104	1.6937	0.042	0.623	0.509	0.5	0.586	0.333	0.536	0.584	0.513
0.1827	8.0	208	1.9669	0.04	0.584	0.47	0.5	0.532	0.309	0.495	0.528	0.48
0.1801	12.0	312	1.7206	0.039	0.621	0.53	0.5	0.582	0.353	0.55	0.579	0.538
0.5158	16.0	416	1.5969	0.038	0.654	0.536	0.5	0.602	0.368	0.565	0.599	0.52
0.1586	20.0	520	1.6966	0.037	0.632	0.522	0.5	0.576	0.357	0.544	0.571	0.513
0.1584	24.0	624	1.5539	0.037	0.694	0.597	0.6	0.651	0.447	0.61	0.643	0.564
0.6664	28.0	728	1.4467	0.035	0.701	0.611	0.6	0.655	0.452	0.616	0.651	0.574
0.171	32.0	832	1.6334	0.033	0.68	0.568	0.6	0.633	0.417	0.59	0.627	0.526
0.227	36.0	936	1.3442	0.035	0.727	0.64	0.6	0.682	0.491	0.645	0.679	0.577
0.1831	40.0	1040	1.3204	0.035	0.736	0.656	0.7	0.689	0.506	0.657	0.684	0.613

Framework versions

Transformers 4.37.0
Pytorch 2.2.1+cu121
Datasets 2.20.0
Tokenizers 0.15.2

vdavidr/CodeLlama-7b-Instruct-hf_Fi__translations_size_104_epochs_10_2024-06-22_03-11-17_3557642

CodeLlama-7b-Instruct-hf_Fi__translations_size_104_epochs_10_2024-06-22_03-11-17_3557642

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

vdavidr/
CodeLlama-7b-Instruct-hf_Fi__translations_size_104_epochs_10_2024-06-22_03-11-17_3557642