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# starcoderbase-1b-cucumber-copilot

This model is a fine-tuned version of [bigcode/starcoderbase-1b](https://huggingface.co/bigcode/starcoderbase-1b) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6377

## 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: 16
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 2
- total_train_batch_size: 256
- total_eval_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 30
- training_steps: 1000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 0.6697        | 0.25  | 250  | 0.6523          |
| 0.4537        | 0.5   | 500  | 0.6328          |
| 0.3829        | 0.75  | 750  | 0.6309          |
| 0.3245        | 1.0   | 1000 | 0.6377          |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.2.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

{"license": "bigcode-openrail-m", "tags": ["generated_from_trainer"], "base_model": "bigcode/starcoderbase-1b", "model-index": [{"name": "starcoderbase-1b-cucumber-copilot", "results": []}]}
transformers safetensors gpt_bigcode text-generation generated_from_trainer base_model:bigcode/starcoderbase-1b license:bigcode-openrail-m autotrain_compatible endpoints_compatible text-generation-inference region:us