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rocker417/
llama3.2-3B-added-tokens-wiki-cursor-backspace-left-right-cosine-loss-8-lora

Name: llama3.2-3B-added-tokens-wiki-cursor-backspace-left-right-cosine-loss-8-lora
Availability: InStock

peft

safetensors

llama

generated_from_trainer

rocker417/llama3.2-3B-added-tokens-wiki-cursor-backspace-cosine-loss

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llama3.2-3B-added-tokens-1.1-1-epoch

This model is a fine-tuned version of rocker417/llama3.2-3B-added-tokens on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.1410

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: 1e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Use adamw_8bit with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: reduce_lr_on_plateau
lr_scheduler_warmup_ratio: 0.03
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
3.1845	0.0988	1000	2.5983
2.5334	0.1976	2000	2.4032
2.4184	0.2965	3000	2.3327
2.336	0.3953	4000	2.2915
2.2717	0.4941	5000	2.2409
2.2903	0.5929	6000	2.2048
2.248	0.6918	7000	2.1751
2.2132	0.7906	8000	2.1653
2.1643	0.8894	9000	2.1480
2.1624	0.9882	10000	2.1410

Framework versions

PEFT 0.15.2
Transformers 4.55.4
Pytorch 2.8.0+cu128
Datasets 3.6.0
Tokenizers 0.21.1

rocker417/llama3.2-3B-added-tokens-wiki-cursor-backspace-left-right-cosine-loss-8-lora

llama3.2-3B-added-tokens-1.1-1-epoch

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

rocker417/
llama3.2-3B-added-tokens-wiki-cursor-backspace-left-right-cosine-loss-8-lora