dmis-lab / self-biorag-7b-olaph

huggingface.co
Total runs: 35
24-hour runs: 1
7-day runs: 7
30-day runs: -31
Model's Last Updated: May 22 2024
text-generation

Introduction of self-biorag-7b-olaph

Model Details of self-biorag-7b-olaph

selfbiorag-7b-wo-kqa_golden-iter-dpo-step4-filtered

This model is a fine-tuned version of Minbyul/selfbiorag-7b-wo-kqa_golden-iter-dpo-step3-filtered on the HuggingFace MedLFQA (without kqa_golden) dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6766
  • Rewards/chosen: -0.0828
  • Rewards/rejected: -0.1144
  • Rewards/accuracies: 0.6319
  • Rewards/margins: 0.0316
  • Logps/rejected: -98.9601
  • Logps/chosen: -79.1920
  • Logits/rejected: -1.2073
  • Logits/chosen: -1.1930
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-07
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 4
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 64
  • total_eval_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1
Training results
Framework versions
  • Transformers 4.39.0.dev0
  • Pytorch 2.1.2
  • Datasets 2.14.6
  • Tokenizers 0.15.2

Runs of dmis-lab self-biorag-7b-olaph on huggingface.co

35
Total runs
1
24-hour runs
5
3-day runs
7
7-day runs
-31
30-day runs

More Information About self-biorag-7b-olaph huggingface.co Model

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dmis-lab self-biorag-7b-olaph online free

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dmis-lab self-biorag-7b-olaph online free url in huggingface.co:

https://huggingface.co/dmis-lab/self-biorag-7b-olaph

self-biorag-7b-olaph install

self-biorag-7b-olaph is an open source model from GitHub that offers a free installation service, and any user can find self-biorag-7b-olaph on GitHub to install. At the same time, huggingface.co provides the effect of self-biorag-7b-olaph install, users can directly use self-biorag-7b-olaph installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

self-biorag-7b-olaph install url in huggingface.co:

https://huggingface.co/dmis-lab/self-biorag-7b-olaph

Url of self-biorag-7b-olaph

self-biorag-7b-olaph huggingface.co Url

Provider of self-biorag-7b-olaph huggingface.co

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