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yahyaahmed/
tinyllama-lora-squad_16_5e-04_2_lora16_qkv

Name: tinyllama-lora-squad_16_5e-04_2_lora16_qkv
Availability: InStock

peft

safetensors

generated_from_trainer

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

adapter

apache-2.0

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tinyllama-lora-squad_16_5e-04_2_lora16_qkv

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: 0.0045

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: 0.0005
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_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
lr_scheduler_warmup_steps: 100
num_epochs: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.0285	0.1995	217	0.0079
0.0055	0.3990	434	0.0061
0.0047	0.5985	651	0.0053
0.0043	0.7980	868	0.0049
0.0043	0.9975	1085	0.0048
0.0034	1.1967	1302	0.0048
0.0033	1.3962	1519	0.0046
0.0031	1.5957	1736	0.0047
0.0031	1.7952	1953	0.0045
0.0032	1.9947	2170	0.0045

Framework versions

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

yahyaahmed/tinyllama-lora-squad_16_5e-04_2_lora16_qkv

tinyllama-lora-squad_16_5e-04_2_lora16_qkv

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

yahyaahmed/
tinyllama-lora-squad_16_5e-04_2_lora16_qkv