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zephyr-7b-Database-SimPO_Plus_mingxiao

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metadata
base_model: /apdcephfs_cq10_1567347/share_1567347/share_info/llm_models/zephyr-7b-sft-full
tags:
  - alignment-handbook
  - generated_from_trainer
datasets:
  - >-
    /apdcephfs_cq10_1567347/share_1567347/mingxiaoli/tmp_data/ultrafeedback_binarized
model-index:
  - name: zephyr-7b-Database-SimPO+
    results: []

zephyr-7b-Database-SimPO+

This model is a fine-tuned version of /apdcephfs_cq10_1567347/share_1567347/share_info/llm_models/zephyr-7b-sft-full on the /apdcephfs_cq10_1567347/share_1567347/mingxiaoli/tmp_data/ultrafeedback_binarized 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: 5e-07
  • train_batch_size: 1
  • eval_batch_size: 4
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 128
  • total_eval_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1

Training results

Framework versions

  • Transformers 4.41.0
  • Pytorch 2.3.0+cu118
  • Datasets 2.20.0
  • Tokenizers 0.19.1