|
--- |
|
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 |
|
|
|
 |
|
|
|
Or |
|
|
|
 |
|
|
|
Also, you HAVE to desactivate this : |
|
|
|
 |
|
|
|
### 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 |
|
|
