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# Kimiko-Mistral-7B
(I am going to retrain this, this model is a failure)
This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the Kimiko dataset.
It achieves the following results on the evaluation set:
- Loss: 2.1173

## Model description

Same dataset as Kimiko-v2 but on new model. THIS IS NOT TRAIN ON V3 DATASET

## Intended uses & limitations

As a finetuning experiment on new 7B model. You can use this for roleplay or as an assistant

# Prompt Template Structure 
```
This is a chat between ASSISTANT and USER
USER: What is 4x8?
ASSISTANT:

```


### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.00005
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-05
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 10
- num_epochs: 2

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.5675        | 0.47  | 25   | 2.1323          |
| 1.4721        | 0.95  | 50   | 2.1209          |
| 1.472         | 1.42  | 75   | 2.1177          |
| 1.5445        | 1.9   | 100  | 2.1173          |


### Framework versions

- Transformers 4.34.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "mistralai/Mistral-7B-v0.1", "model-index": [{"name": "Kimiko-Mistral-7B", "results": []}]}
transformers mistral text-generation generated_from_trainer base_model:mistralai/Mistral-7B-v0.1 license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference 4-bit region:us