tensorboard safetensors generated_from_trainer base_model:akjindal53244/Arithmo-Mistral-7B license:apache-2.0 region:us
---
license: apache-2.0
base_model: akjindal53244/Arithmo-Mistral-7B
tags:
- generated_from_trainer
model-index:
- name: mistral_instruct_generation
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# mistral_instruct_generation

This model is a fine-tuned version of [akjindal53244/Arithmo-Mistral-7B](https://huggingface.co/akjindal53244/Arithmo-Mistral-7B) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7043

## 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: 0.0002
- 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: constant
- lr_scheduler_warmup_steps: 0.03
- training_steps: 200

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 0.8974        | 0.07  | 20   | 0.8109          |
| 0.693         | 0.14  | 40   | 0.7250          |
| 0.6569        | 0.21  | 60   | 0.6995          |
| 0.6472        | 0.28  | 80   | 0.6732          |
| 0.5843        | 0.35  | 100  | 0.6660          |
| 0.5627        | 0.42  | 120  | 0.6701          |
| 0.5224        | 0.49  | 140  | 0.6805          |
| 0.5166        | 0.56  | 160  | 0.6883          |
| 0.47          | 0.62  | 180  | 0.6900          |
| 0.4553        | 0.69  | 200  | 0.7043          |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.0.0
- Datasets 2.15.0
- Tokenizers 0.15.0
