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pythia-160m-v0-finetuned-squad
ucmp137538/pythia-160m-v0-finetuned-squad
pythia-160m-v0-finetuned-squad is a question answering model from ucmp137538. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt_neox
- Access
- Public
- Created
- Apr 15, 2024
- Updated
- Apr 17, 2024
- SHA
- e3c35941
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- 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. -->
pythia-160m-v0-finetuned-squad
This model is a fine-tuned version of EleutherAI/pythia-160m-v0 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.9241
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
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.2082 | 1.0 | 5539 | 1.9241 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.2.1+cu121
- Datasets 2.16.1
- Tokenizers 0.15.2
- Task
- Question Answering
- Library
- transformers
- Type
- gpt_neox
- License
- apache-2.0
- Created
- Apr 15, 2024
- Updated
- Apr 17, 2024