---
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
datasets:
- generator
base_model: rishiraj/CatPPT-base
model-index:
- name: catppt_2
  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. -->

# catppt_2

This model is a fine-tuned version of [rishiraj/CatPPT-base](https://huggingface.co/rishiraj/CatPPT-base) on the generator dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3328

## 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: 0.0001
- train_batch_size: 4
- eval_batch_size: 2
- 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_ratio: 0.03
- training_steps: 130

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.7962        | 0.97  | 10   | 1.1737          |
| 1.0723        | 1.94  | 20   | 0.9357          |
| 0.8491        | 2.91  | 30   | 0.7148          |
| 0.6214        | 3.88  | 40   | 0.5303          |
| 0.4837        | 4.85  | 50   | 0.4475          |
| 0.4223        | 5.82  | 60   | 0.4044          |
| 0.3822        | 6.79  | 70   | 0.3762          |
| 0.3575        | 7.76  | 80   | 0.3568          |
| 0.3477        | 8.73  | 90   | 0.3449          |
| 0.3283        | 9.7   | 100  | 0.3368          |
| 0.3254        | 10.67 | 110  | 0.3337          |
| 0.3177        | 11.64 | 120  | 0.3328          |
| 0.3299        | 12.61 | 130  | 0.3328          |


### Framework versions

- PEFT 0.7.2.dev0
- Transformers 4.38.1
- Pytorch 2.1.2+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0