metadata

tags:
  - generated_from_trainer
datasets:
  - >-
    /apdcephfs/share_733425/vinnylywang/jianhuipang/datasets/RedPajama-Data-1T-Sample
model-index:
  - name: allm-ac-7b
    results: []

allm-ac-7b

This model is a fine-tuned version of /apdcephfs/share_733425/vinnylywang/jianhuipang/opensourcellms/llama2/Llama-2-7b-hf on the /apdcephfs/share_733425/vinnylywang/jianhuipang/datasets/RedPajama-Data-1T-Sample dataset.

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: 2e-05
train_batch_size: 2
eval_batch_size: 1
seed: 34
distributed_type: multi-GPU
num_devices: 32
gradient_accumulation_steps: 8
total_train_batch_size: 512
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 20
num_epochs: 1.0

Training results

Framework versions

Transformers 4.28.0.dev0
Pytorch 1.13.1+cu117
Datasets 2.14.6
Tokenizers 0.13.3