safetensors generated_from_trainer region:us
---
tags:
- generated_from_trainer
model-index:
- name: ruadapt_solar_10.7_part2_v5_as1.5_saiga_lora
  results: []
---

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# ruadapt_solar_10.7_part2_v5_as1.5_saiga_lora

This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.2825

## 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: 4
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 30
- num_epochs: 3
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.3345        | 0.23  | 100  | 1.3252          |
| 1.275         | 0.46  | 200  | 1.3096          |
| 1.2458        | 0.69  | 300  | 1.3013          |
| 1.2865        | 0.92  | 400  | 1.2965          |
| 1.2212        | 1.15  | 500  | 1.2919          |
| 1.238         | 1.38  | 600  | 1.2896          |
| 1.2248        | 1.61  | 700  | 1.2868          |
| 1.219         | 1.84  | 800  | 1.2834          |
| 1.1693        | 2.07  | 900  | 1.2835          |
| 1.176         | 2.3   | 1000 | 1.2835          |
| 1.2352        | 2.53  | 1100 | 1.2829          |
| 1.187         | 2.76  | 1200 | 1.2827          |
| 1.2239        | 2.99  | 1300 | 1.2825          |


### Framework versions

- Transformers 4.35.0
- Pytorch 2.1.2
- Datasets 2.14.4
- Tokenizers 0.14.1
