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yalhessi/
lemexp-task1-v2-template_full-deepseek-coder-1.3b-base-ddp-8lr-v2

Name: lemexp-task1-v2-template_full-deepseek-coder-1.3b-base-ddp-8lr-v2
Availability: InStock

peft

safetensors

generated_from_trainer

deepseek-ai/deepseek-coder-1.3b-base

adapter

other

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lemexp-task1-v2-template_full-deepseek-coder-1.3b-base-ddp-8lr-v2

This model is a fine-tuned version of deepseek-ai/deepseek-coder-1.3b-base on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1529

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: 0.0008
train_batch_size: 2
eval_batch_size: 2
seed: 42
distributed_type: multi-GPU
num_devices: 8
total_train_batch_size: 16
total_eval_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.2779	0.2	3094	0.2787
0.2568	0.4	6188	0.2658
0.2493	0.6	9282	0.2520
0.2413	0.8	12376	0.2400
0.2362	1.0	15470	0.2373
0.2298	1.2	18564	0.2296
0.2272	1.4	21658	0.2256
0.2194	1.6	24752	0.2186
0.2189	1.8	27846	0.2178
0.212	2.0	30940	0.2128
0.206	2.2	34034	0.2165
0.2037	2.4	37128	0.2034
0.199	2.6	40222	0.2056
0.1963	2.8	43316	0.2008
0.1942	3.0	46410	0.1971
0.1858	3.2	49504	0.1919
0.1851	3.4	52598	0.1906
0.1791	3.6	55692	0.1837
0.1776	3.8	58786	0.1813
0.1758	4.0	61880	0.1761
0.166	4.2	64974	0.1732
0.1633	4.4	68068	0.1701
0.1593	4.6	71162	0.1687
0.1541	4.8	74256	0.1683
0.1525	5.0	77350	0.1623
0.1445	5.2	80444	0.1623
0.143	5.4	83538	0.1601
0.1409	5.6	86632	0.1567
0.1386	5.8	89726	0.1537
0.1358	6.0	92820	0.1529

Framework versions

PEFT 0.14.0
Transformers 4.47.0
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0

yalhessi/lemexp-task1-v2-template_full-deepseek-coder-1.3b-base-ddp-8lr-v2

lemexp-task1-v2-template_full-deepseek-coder-1.3b-base-ddp-8lr-v2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

yalhessi/
lemexp-task1-v2-template_full-deepseek-coder-1.3b-base-ddp-8lr-v2