llama2_13b_lora_b/README.md

metadata

license: other
library_name: peft
tags:
  - llama-factory
  - lora
  - generated_from_trainer
base_model: /data1/model/llama2/meta-llama/Llama2-13b
model-index:
  - name: fuze_28_balance_no_sys
    results: []

fuze_28_balance_no_sys

This model is a fine-tuned version of /data1/model/llama2/meta-llama/Llama2-13b on the fuze_28_balance_no_sys dataset. It achieves the following results on the evaluation set:

• Loss: 0.6174

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: 5e-05
• train_batch_size: 4
• eval_batch_size: 4
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_steps: 20
• num_epochs: 2.0

Training results

Training Loss	Epoch	Step	Validation Loss
0.9806	0.4355	3000	0.6490
0.753	0.8711	6000	0.6240
0.5062	1.3066	9000	0.6196
0.7913	1.7422	12000	0.6174

Framework versions

• PEFT 0.10.0
• Transformers 4.40.0
• Pytorch 2.2.1
• Datasets 2.18.0
• Tokenizers 0.19.1