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# TinyLlama-1.1B-Chat-v1.0-reasoning-v2

This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0) on the generator dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0186

## 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: 4e-05
- train_batch_size: 10
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 10
- total_train_batch_size: 100
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 4

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.0456        | 1.0   | 347  | 1.0360          |
| 0.9714        | 2.0   | 695  | 1.0180          |
| 0.9335        | 3.0   | 1042 | 1.0176          |
| 0.9348        | 3.99  | 1388 | 1.0186          |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["trl", "sft", "generated_from_trainer"], "datasets": ["generator"], "base_model": "TinyLlama/TinyLlama-1.1B-Chat-v1.0", "model-index": [{"name": "TinyLlama-1.1B-Chat-v1.0-reasoning-v2", "results": []}]}
transformers tensorboard safetensors llama text-generation trl sft generated_from_trainer conversational dataset:generator base_model:TinyLlama/TinyLlama-1.1B-Chat-v1.0 license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us