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kalai4u/
tinyllama-form-gen-v2-10epoch

Name: tinyllama-form-gen-v2-10epoch
Availability: InStock

peft

safetensors

generated_from_trainer

TinyLlama/TinyLlama-1.1B-Chat-v1.0

adapter

apache-2.0

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tinyllama-form-gen-v2-10epoch

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2711

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: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
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: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.6432	1.0	11	0.5982
0.5264	2.0	22	0.4917
0.4407	3.0	33	0.3981
0.3384	4.0	44	0.3466
0.3049	5.0	55	0.3172
0.262	6.0	66	0.2967
0.2537	7.0	77	0.2852
0.2436	8.0	88	0.2772
0.2109	9.0	99	0.2718
0.2099	10.0	110	0.2711

Framework versions

PEFT 0.15.2
Transformers 4.52.4
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1

kalai4u/tinyllama-form-gen-v2-10epoch

tinyllama-form-gen-v2-10epoch

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

kalai4u/
tinyllama-form-gen-v2-10epoch