---
language:
- pt
license: mit
library_name: peft
tags:
- generated_from_trainer
base_model: HuggingFaceH4/zephyr-7b-beta
datasets:
- heloisy/cosmos_qa_ptbr_text
model-index:
- name: zephyr-7b-cosmosqa-ptbr_text
  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. -->

# zephyr-7b-cosmosqa-ptbr_text

This model is a fine-tuned version of [HuggingFaceH4/zephyr-7b-beta](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0951

## 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: 4e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 1000

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.4903        | 0.13  | 100  | 1.1563          |
| 1.1453        | 0.25  | 200  | 1.1254          |
| 1.1192        | 0.38  | 300  | 1.1149          |
| 1.109         | 0.51  | 400  | 1.1045          |
| 1.0927        | 0.63  | 500  | 1.1003          |
| 1.0883        | 0.76  | 600  | 1.0971          |
| 1.077         | 0.89  | 700  | 1.0955          |
| 1.0694        | 1.01  | 800  | 1.0934          |
| 1.0377        | 1.14  | 900  | 1.0958          |
| 1.03          | 1.27  | 1000 | 1.0951          |


### Framework versions

- PEFT 0.7.1.dev0
- Transformers 4.36.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.7
- Tokenizers 0.15.0


# Open Portuguese LLM Leaderboard Evaluation Results  

Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/heloisy/zephyr-7b-cosmosqa-ptbr_text) and on the [🚀 Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)

|          Metric          |  Value  |
|--------------------------|---------|
|Average                   |**63.16**|
|ENEM Challenge (No Images)|    57.80|
|BLUEX (No Images)         |    47.15|
|OAB Exams                 |    38.95|
|Assin2 RTE                |    89.50|
|Assin2 STS                |    68.47|
|FaQuAD NLI                |    63.08|
|HateBR Binary             |    78.43|
|PT Hate Speech Binary     |    68.05|
|tweetSentBR               |    57.01|