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# bloomz-560m_IA3_lr5e-05_bs4_epoch20_wd0.01

This model is a fine-tuned version of [bigscience/bloomz-560m](https://huggingface.co/bigscience/bloomz-560m) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 3.4710

## 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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 20

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 4.3089        | 1.0   | 157  | 4.0251          |
| 4.2527        | 2.0   | 314  | 3.9726          |
| 4.1732        | 3.0   | 471  | 3.8935          |
| 4.0635        | 4.0   | 628  | 3.8054          |
| 4.0039        | 5.0   | 785  | 3.7344          |
| 3.9169        | 6.0   | 942  | 3.6770          |
| 3.8693        | 7.0   | 1099 | 3.6325          |
| 3.7869        | 8.0   | 1256 | 3.5966          |
| 3.8279        | 9.0   | 1413 | 3.5689          |
| 3.7502        | 10.0  | 1570 | 3.5471          |
| 3.7021        | 11.0  | 1727 | 3.5299          |
| 3.6739        | 12.0  | 1884 | 3.5160          |
| 3.6696        | 13.0  | 2041 | 3.5043          |
| 3.6395        | 14.0  | 2198 | 3.4947          |
| 3.6539        | 15.0  | 2355 | 3.4873          |
| 3.601         | 16.0  | 2512 | 3.4812          |
| 3.6461        | 17.0  | 2669 | 3.4765          |
| 3.657         | 18.0  | 2826 | 3.4734          |
| 3.6959        | 19.0  | 2983 | 3.4716          |
| 3.6035        | 20.0  | 3140 | 3.4710          |


### Framework versions

- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.0.1
- Datasets 2.16.1
- Tokenizers 0.15.0
{"license": "bigscience-bloom-rail-1.0", "library_name": "peft", "tags": ["generated_from_trainer"], "base_model": "bigscience/bloomz-560m", "model-index": [{"name": "bloomz-560m_IA3_lr5e-05_bs4_epoch20_wd0.01", "results": []}]}
peft safetensors generated_from_trainer base_model:bigscience/bloomz-560m license:bigscience-bloom-rail-1.0 region:us