---
library_name: transformers
license: apache-2.0
base_model: chentong00/propositionizer-wiki-flan-t5-large
tags:
- generated_from_trainer
model-index:
- name: qsaf_propositional_v2
  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. -->

# qsaf_propositional_v2

This model is a fine-tuned version of [chentong00/propositionizer-wiki-flan-t5-large](https://huggingface.co/chentong00/propositionizer-wiki-flan-t5-large) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4817

## 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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10

### Training results

| Training Loss | Epoch  | Step | Validation Loss |
|:-------------:|:------:|:----:|:---------------:|
| 0.5067        | 0.8889 | 500  | 0.3992          |
| 0.442         | 1.7778 | 1000 | 0.3875          |
| 0.4012        | 2.6667 | 1500 | 0.3929          |
| 0.3767        | 3.5556 | 2000 | 0.4012          |
| 0.3447        | 4.4444 | 2500 | 0.4054          |
| 0.3244        | 5.3333 | 3000 | 0.4262          |
| 0.3223        | 6.2222 | 3500 | 0.4382          |
| 0.3014        | 7.1111 | 4000 | 0.4630          |
| 0.2909        | 8.0    | 4500 | 0.4668          |
| 0.2861        | 8.8889 | 5000 | 0.4755          |
| 0.2903        | 9.7778 | 5500 | 0.4817          |


### Framework versions

- Transformers 4.46.3
- Pytorch 2.5.1+cu124
- Datasets 3.1.0
- Tokenizers 0.20.4