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kasperius/falcon-7b-sharded-bf16-finetuned-html-code-generation-the-second

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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falcon-7b-sharded-bf16-finetuned-html-code-generation-the-second

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: 1.2897

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
No log0.1794201.7223
No log0.3587401.3855
No log0.5381601.3232
No log0.7175801.2933
No log0.89691001.2517
No log1.07621201.2237
No log1.25561401.3880
No log1.43501601.2054
No log1.61431801.2375
No log1.79372001.1957
No log1.97312201.2131
No log2.15252401.2417
No log2.33182601.2897

Framework versions

  • —PEFT 0.12.1.dev0
  • —Transformers 4.43.3
  • —Pytorch 2.3.1+cu121
  • —Datasets 2.20.0
  • —Tokenizers 0.19.1