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spjabech/
th_cl_33epochs_lora_pos_neg

Name: th_cl_33epochs_lora_pos_neg
Availability: InStock

peft

tensorboard

safetensors

generated_from_trainer

gradientai/Llama-3-8B-Instruct-262k

adapter

llama3

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th_cl_33epochs_lora_pos_neg

This model is a fine-tuned version of gradientai/Llama-3-8B-Instruct-262k on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.2303
Balanced Accuracy: 0.47
Accuracy: 0.4667

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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Balanced Accuracy	Accuracy
0.3999	1.0	32	1.0531	0.4939	0.4889
0.2178	2.0	64	1.0585	0.4722	0.4667
0.0794	3.0	96	1.0634	0.55	0.5556
0.0271	4.0	128	1.2090	0.53	0.5333
0.0412	5.0	160	1.2303	0.47	0.4667

Framework versions

PEFT 0.10.0
Transformers 4.40.0
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.19.1

spjabech/th_cl_33epochs_lora_pos_neg

th_cl_33epochs_lora_pos_neg

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

spjabech/
th_cl_33epochs_lora_pos_neg