Update README.md

README.md

@@ -11,13 +11,13 @@ pipeline_tag: text-generation
 tags:
 - text-generation-inference
 widget:
-- text: Astronomia é uma ciência natural que estuda
+- text: "Astronomia é uma ciência natural que estuda"
   example_title: Exemplo
-- text: Em um achado chocante, o cientista descobriu um
+- text: "Em um achado chocante, o cientista descobriu um"
   example_title: Exemplo
-- text: Python é uma linguagem de
+- text: "Python é uma linguagem de"
   example_title: Exemplo
-- text: O Gato de Schrödinger é uma experiência mental
+- text: "O Gato de Botas é conhecido por"
   example_title: Exemplo
 inference:
   parameters:
@@ -67,7 +67,7 @@ This repository has the [source code](https://github.com/Nkluge-correa/Aira) use
 - [Accelerate](https://github.com/huggingface/accelerate)
 - [Codecarbon](https://github.com/mlco2/codecarbon)
 
-- ## Training Set-up
+## Training Set-up
 
 These are the main arguments used in the training of this model:
 
@@ -177,14 +177,11 @@ for i, completion in enumerate(completions):
 
 ## Fine Tuning
 
-| Models                                                                              | Average | [ARC](https://arxiv.org/abs/1803.05457) | [Hellaswag](https://arxiv.org/abs/1905.07830) | [MMLU](https://arxiv.org/abs/2009.03300) | [TruthfulQA](https://arxiv.org/abs/2109.07958) |
-|-------------------------------------------------------------------------------------|---------|-----------------------------------------|-----------------------------------------------|------------------------------------------|------------------------------------------------|
-| [Teeny Tiny Llama 162m](https://huggingface.co/nicholasKluge/Teeny-tiny-llama-162m) | 31.16   | 26.15                                   | 29.29                                         | 28.11                                    | 41.12                                          |
-| [Pythia-160m](https://huggingface.co/EleutherAI/pythia-160m-deduped)                | 31.16   | 24.06                                   | 31.39                                         | 24.86                                    | 44.34                                          |
-| [OPT-125m](https://huggingface.co/facebook/opt-125m)                                | 30.80   | 22.87                                   | 31.47                                         | 26.02                                    | 42.87                                          |
-| [Gpt2-portuguese-small](https://huggingface.co/pierreguillou/gpt2-small-portuguese) | 30.22   | 22.48                                   | 29.62                                         | 27.36                                    | 41.44                                          |
-| [Gpt2-small](https://huggingface.co/gpt2)                                           | 29.97   | 21.48                                   | 31.60                                         | 25.79                                    | 40.65                                          | 
-
+| Models                                                                                     | [IMDB](https://huggingface.co/datasets/christykoh/imdb_pt) | [FaQuAD-NLI](https://huggingface.co/datasets/ruanchaves/faquad-nli) | [HateBr](https://huggingface.co/datasets/ruanchaves/hatebr) | 
+|--------------------------------------------------------------------------------------------|------------------------------------------------------------|---------------------------------------------------------------------|-------------------------------------------------------------|
+| [Teeny Tiny Llama 162m](https://huggingface.co/nicholasKluge/TeenyTinyLlama-162m)          | 91.14                                                      | 90.00                                                               | 90.71                                                       | 
+| [Bert-base-portuguese-cased](https://huggingface.co/neuralmind/bert-base-portuguese-cased) | 92.22                                                      | 93.07                                                               | 91.28                                                       |
+| [Gpt2-small-portuguese](https://huggingface.co/pierreguillou/gpt2-small-portuguese)        | 91.60                                                      | 86.46                                                               | 87.42                                                       |
 
 ## Cite as 🤗