CoolFace
Modelpublic

mrm8488/bloom-560m-finetuned-unnatural-instructions-6k-steps

sourceHugging Facebigscience-bloom-rail-1.0updated 4y agoView on Hugging Face
0likes32downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

bloom-560m-finetuned-unnatural-instructions-6k-steps

This model is a fine-tuned version of bigscience/bloom-560m on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.4037

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-05
  • —trainbatchsize: 1
  • —evalbatchsize: 2
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —training_steps: 6000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation Loss
1.67580.3210001.6487
1.5120.6320001.5360
1.46580.9530001.4580
1.06161.2640001.4510
1.02911.5850001.4199
0.99061.8960001.4037

Framework versions

  • —Transformers 4.25.1
  • —Pytorch 1.13.0+cu116
  • —Datasets 2.8.0
  • —Tokenizers 0.13.2