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narwaria/falcon-7b-sharded-bf16-finetuned-html-code-generation

sourceHugging Faceupdated 2y agoView on Hugging Face
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falcon-7b-sharded-bf16-finetuned-html-code-generation

This model is a fine-tuned version of ybelkada/falcon-7b-sharded-bf16 on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.2896

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: 0.0002
  • —trainbatchsize: 2
  • —evalbatchsize: 8
  • —seed: 42
  • —gradientaccumulationsteps: 2
  • —totaltrainbatch_size: 4
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: cosine
  • —lrschedulerwarmup_ratio: 0.03
  • —training_steps: 320

Training results

Training LossEpochStepValidation Loss
2.06890.1794201.7177
1.7540.3587401.3882
1.61430.5381601.3242
1.74340.7175801.2945
1.35720.89691001.2594
1.3861.07621201.2262
1.32281.25561401.3785
1.20541.43501601.2069
1.12051.61431801.2393
1.17291.79372001.1976
1.31211.97312201.2099
0.9122.15252401.2399
0.78582.33182601.2896

Framework versions

  • —PEFT 0.10.1.dev0
  • —Transformers 4.40.0
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.19.0
  • —Tokenizers 0.19.1