metadata

license: apache-2.0
base_model: alignment-handbook/zephyr-7b-sft-full
tags:
  - generated_from_trainer
model-index:
  - name: ppo_zephyr_vllm_2e-6_kl_0.03_num_mini_batches_4
    results: []

ppo_zephyr_vllm_2e-6_kl_0.03_num_mini_batches_4

This model is a fine-tuned version of alignment-handbook/zephyr-7b-sft-full on an unknown 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-06
train_batch_size: 1
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 7
gradient_accumulation_steps: 64
total_train_batch_size: 448
total_eval_batch_size: 56
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3.0

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.19.1