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LavanyaM_-_lavan-8bits
RichardErkhov/LavanyaM_-_lavan-8bits
LavanyaM_-_lavan-8bits is a text generation model from RichardErkhov. Use it when you need the model to write or continue text. It is set up for transformers.
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Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
lavan - bnb 8bits
- Model creator: https://huggingface.co/LavanyaM/
- Original model: https://huggingface.co/LavanyaM/lavan/
Original model description:
license: cc-by-4.0 base_model: deepset/roberta-base-squad2 tags:
- generated_from_trainer model-index:
- name: lavan results: []
<!-- 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. -->
lavan
This model is a fine-tuned version of deepset/roberta-base-squad2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5732
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: 2e-05
- 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 250 | 0.4834 |
| 0.4755 | 2.0 | 500 | 0.5435 |
| 0.4755 | 3.0 | 750 | 0.5732 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- roberta
- Created
- May 9, 2024
- Updated
- May 9, 2024