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Kenazin/
Deepseek-Llama-8B-peft-p-ver5

Name: Deepseek-Llama-8B-peft-p-ver5
Availability: InStock

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Deepseek-Llama-8B-peft-p-ver5

This model is a fine-tuned version of deepseek-ai/DeepSeek-R1-Distill-Llama-8B on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 0.001
train_batch_size: 4
eval_batch_size: 4
seed: 42
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
lr_scheduler_warmup_ratio: 0.1
num_epochs: 10
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1
0.544	1.0	1477	0.3536	0.8555	0.5870	0.2069	0.3059
0.429	2.0	2954	0.4048	0.8485	0.5714	0.0613	0.1107
0.42	3.0	4431	0.3902	0.8455	0.0	0.0	0.0
0.3594	4.0	5908	0.2376	0.8921	0.7074	0.5096	0.5924
0.2305	5.0	7385	0.1891	0.9233	0.7787	0.7011	0.7379
0.177	6.0	8862	0.1824	0.9222	0.8177	0.6360	0.7155
0.1681	7.0	10339	0.1723	0.9340	0.8225	0.7280	0.7724
0.1342	8.0	11816	0.1825	0.9310	0.7449	0.8391	0.7892
0.1125	9.0	13293	0.1919	0.9281	0.7814	0.7395	0.7598
0.0883	10.0	14770	0.1878	0.9334	0.8217	0.7241	0.7699