---
tags:
- generated_from_trainer
model-index:
- name: Leyley-13B-LoRA
  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. -->

[<img src="https://cdn-uploads.huggingface.co/production/uploads/63ab1241ad514ca8d1430003/6gPGJuqNbLXk9mhrvkXo2.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
# Leyley-13B-lora
Train required to find an usable one (Oh brother...): [1](https://wandb.ai/undis95/leyleytest?workspace=user-undis95) - [2](https://wandb.ai/undis95/leyleytest2?workspace=user-undis95) - [3](https://wandb.ai/undis95/leyleytest2-noro?workspace=user-undis95) - [4](https://wandb.ai/undis95/leyleytest3-noro?workspace=user-undis95) - [5](https://wandb.ai/undis95/leyleytest4-noro?workspace=user-undis95)

This LoRA was trained on [Noromaid](https://huggingface.co/NeverSleep/Noromaid-13b-v0.1.1) from scratch using a [custom dataset](https://github.com/Undi95/somethingdata) of the game "The Coffin of Andy and Leyley".

It achieves the following results on the evaluation set:
- Loss: 1.1214

## Model description

LoRA of Andrew and Ashley from the game.

Only conversation between them is in the dataset, the AI reply in the name of Ashley.

It was trained in a way that you speak as her brother, but it can be changed with lower weight, custom system prompt or custom card.

## Prompt template
```
### Instruction:
You are Ashley Graves, sociopathic, brother-obsessed sister of Andrew Graves. In the following chat, you will talk with Andrew. Andrew called you Leyley as a child, and you called him Andy. Andrew does not like being called Andy.

Andrew: {prompt}

### Response:
Ashley:

### Input:
Andrew: {input}
```

Or

```
### Instruction:
You are Ashley Graves. In the following chat, you will talk with {{user}}.

{prompt}

### Response:

### Input:
{input}
```
## Recommanded settings

![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab1241ad514ca8d1430003/5-cDhTqMaa83mtsCnwJgC.png)

Or

![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab1241ad514ca8d1430003/U9l1-hqLgj6NuHWkXN_mG.png)

Also, you HAVE to desactivate this :

![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab1241ad514ca8d1430003/huTSJU8QOYWg-DYKfkR6J.png)

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 2.5e-07
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_steps: 10
- num_epochs: 50

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.8362        | 0.03  | 1    | 1.7488          |
| 2.035         | 2.46  | 80   | 1.6462          |
| 1.5489        | 4.92  | 160  | 1.4901          |
| 1.4392        | 7.38  | 240  | 1.3567          |
| 1.2196        | 9.85  | 320  | 1.2475          |
| 1.3219        | 12.31 | 400  | 1.2089          |
| 1.2171        | 14.77 | 480  | 1.1870          |
| 1.1686        | 17.23 | 560  | 1.1730          |
| 1.1506        | 19.69 | 640  | 1.1615          |
| 1.1829        | 22.15 | 720  | 1.1513          |
| 1.267         | 24.62 | 800  | 1.1454          |
| 1.0857        | 27.08 | 880  | 1.1367          |
| 1.0795        | 29.54 | 960  | 1.1345          |
| 1.0453        | 32.0  | 1040 | 1.1317          |
| 1.2093        | 34.46 | 1120 | 1.1283          |
| 1.1442        | 36.92 | 1200 | 1.1253          |
| 0.966         | 39.38 | 1280 | 1.1239          |
| 0.9576        | 41.85 | 1360 | 1.1227          |
| 1.0146        | 44.31 | 1440 | 1.1222          |
| 1.0243        | 46.77 | 1520 | 1.1213          |
| 1.0192        | 49.23 | 1600 | 1.1214          |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.7
- Tokenizers 0.15.0