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Kamyar-zeinalipour/llama7B_turkish_crossword_clue_gen

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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llama7BLORAcluesimple16_32

This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4221

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: 0.0001
  • —trainbatchsize: 128
  • —evalbatchsize: 8
  • —seed: 100
  • —distributed_type: multi-GPU
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 256
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —num_epochs: 3.0

Training results

Training LossEpochStepValidation Loss
0.45591.07120.4550
0.4252.014250.4290
0.4023.021360.4221

Framework versions

  • —PEFT 0.7.2.dev0
  • —Transformers 4.38.2
  • —Pytorch 2.1.2+cu121
  • —Datasets 2.16.1
  • —Tokenizers 0.15.0