AdrienB134 / llm2vec-croissant-mntp-adapter

huggingface.co
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24-hour runs: 0
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Model's Last Updated: May 14 2024

Introduction of llm2vec-croissant-mntp-adapter

Model Details of llm2vec-croissant-mntp-adapter

llm2vec-croissant-mntp

This model is a fine-tuned version of croissantllm/CroissantCool-v0.2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.8867
  • Accuracy: 0.6078
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
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 0.0884 100 4.7866 0.1990
No log 0.1768 200 4.0496 0.3309
No log 0.2653 300 3.6525 0.3779
No log 0.3537 400 3.2410 0.4258
3.9116 0.4421 500 3.6305 0.3912
3.9116 0.5305 600 3.1770 0.4406
3.9116 0.6189 700 2.4478 0.5199
3.9116 0.7073 800 2.2383 0.5508
3.9116 0.7958 900 2.1547 0.5635
2.4568 0.8842 1000 2.0868 0.5759
2.4568 0.9726 1100 2.0399 0.5820
2.4568 1.0610 1200 2.0102 0.5873
2.4568 1.1494 1300 1.9805 0.5897
2.4568 1.2378 1400 1.9590 0.5955
1.9305 1.3263 1500 1.9381 0.5982
1.9305 1.4147 1600 1.9249 0.5995
1.9305 1.5031 1700 1.9223 0.6017
1.9305 1.5915 1800 1.9091 0.6037
1.9305 1.6799 1900 1.9038 0.6042
1.8511 1.7683 2000 1.8982 0.6045
1.8511 1.8568 2100 1.8924 0.6060
1.8511 1.9452 2200 1.8844 0.6072
1.8511 2.0336 2300 1.8873 0.6087
1.8511 2.1220 2400 1.8889 0.6068
1.8197 2.2104 2500 1.8848 0.6080
1.8197 2.2989 2600 1.8736 0.6091
1.8197 2.3873 2700 1.8858 0.6072
1.8197 2.4757 2800 1.8814 0.6088
1.8197 2.5641 2900 1.8649 0.6103
1.8116 2.6525 3000 1.8647 0.6091
1.8116 2.7409 3100 1.8755 0.6101
1.8116 2.8294 3200 1.8755 0.6099
1.8116 2.9178 3300 1.8867 0.6078
Framework versions
  • Transformers 4.40.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.19.1
  • Tokenizers 0.19.1

Runs of AdrienB134 llm2vec-croissant-mntp-adapter on huggingface.co

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