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# TinyLlama-1.1B-Chat-v1.0-reasoning-sft-full

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 an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.9013

## 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: 4
- eval_batch_size: 2
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 10
- total_train_batch_size: 40
- 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 |
|:-------------:|:-----:|:----:|:---------------:|
| 0.9354        | 0.22  | 92   | 0.9211          |
| 0.8752        | 1.16  | 160  | 0.9013          |


### Framework versions

- Transformers 4.35.0
- Pytorch 2.3.0.dev20231228+rocm5.7
- Datasets 2.14.6
- Tokenizers 0.14.1

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