pszemraj / bart-large-code-instructiongen

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: -3
30-day runs: 2
Model's Last Updated: December 29 2025
text-generation

Introduction of bart-large-code-instructiongen

Model Details of bart-large-code-instructiongen

bart-large-code-instructiongen

Use this text2text model to find out what LLM instructions might be able to generate an arbitary piece of code!

about

This model is a fine-tuned version of facebook/bart-large on the pszemraj/fleece2instructions-codealpaca dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9222
  • Rouge1: 62.0692
  • Rouge2: 36.1947
  • Rougel: 57.5128
  • Rougelsum: 58.6613
  • Gen Len: 31.0060
Intended uses & limitations

🚨 note: as the authors elected to release the original dataset under cc-by-nc , the license carries over to this model and cannot be used for commercial activity .

Intended use: Research on domain adaptation and/or other improvements to LLMs by extending instruction:text data pairs.

Training and evaluation data

Refer to the linked dataset card for pszemraj/fleece2instructions-codealpaca or the original dataset repo.

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 6e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.03
  • num_epochs: 3.0
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
1.0914 1.0 563 1.0303 60.288 34.1884 55.9293 57.0714 30.6267
0.8688 2.0 1126 0.9333 61.0409 34.9823 56.4887 57.6662 31.7255
0.6773 3.0 1689 0.9222 62.0692 36.1947 57.5128 58.6613 31.0060

Runs of pszemraj bart-large-code-instructiongen on huggingface.co

19
Total runs
0
24-hour runs
1
3-day runs
-3
7-day runs
2
30-day runs

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