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README.md
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1 |
+
language:
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2 |
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- pt
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3 |
+
license: apache-2.0
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4 |
+
datasets:
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- nicholasKluge/Pt-Corpus
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model-index:
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+
- name: Mistral-7B-v0.2-Base_ptbr
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results:
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9 |
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- task:
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type: text-generation
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+
name: Text Generation
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dataset:
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name: ENEM Challenge (No Images)
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type: eduagarcia/enem_challenge
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split: train
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args:
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num_few_shot: 3
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+
metrics:
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- type: acc
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value: 64.94
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+
name: accuracy
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+
source:
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+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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+
name: Open Portuguese LLM Leaderboard
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25 |
+
- task:
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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+
name: BLUEX (No Images)
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type: eduagarcia-temp/BLUEX_without_images
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+
split: train
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args:
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+
num_few_shot: 3
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+
metrics:
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+
- type: acc
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36 |
+
value: 53.96
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37 |
+
name: accuracy
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38 |
+
source:
|
39 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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+
name: Open Portuguese LLM Leaderboard
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41 |
+
- task:
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+
type: text-generation
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43 |
+
name: Text Generation
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44 |
+
dataset:
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45 |
+
name: OAB Exams
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46 |
+
type: eduagarcia/oab_exams
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+
split: train
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48 |
+
args:
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+
num_few_shot: 3
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50 |
+
metrics:
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+
- type: acc
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52 |
+
value: 45.42
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53 |
+
name: accuracy
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54 |
+
source:
|
55 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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56 |
+
name: Open Portuguese LLM Leaderboard
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57 |
+
- task:
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58 |
+
type: text-generation
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59 |
+
name: Text Generation
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60 |
+
dataset:
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+
name: Assin2 RTE
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62 |
+
type: assin2
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63 |
+
split: test
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64 |
+
args:
|
65 |
+
num_few_shot: 15
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66 |
+
metrics:
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67 |
+
- type: f1_macro
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68 |
+
value: 90.11
|
69 |
+
name: f1-macro
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70 |
+
source:
|
71 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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72 |
+
name: Open Portuguese LLM Leaderboard
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73 |
+
- task:
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+
type: text-generation
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75 |
+
name: Text Generation
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76 |
+
dataset:
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+
name: Assin2 STS
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78 |
+
type: eduagarcia/portuguese_benchmark
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+
split: test
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+
args:
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81 |
+
num_few_shot: 15
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82 |
+
metrics:
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+
- type: pearson
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+
value: 72.51
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+
name: pearson
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86 |
+
source:
|
87 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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+
name: Open Portuguese LLM Leaderboard
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+
- task:
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+
type: text-generation
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91 |
+
name: Text Generation
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92 |
+
dataset:
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+
name: FaQuAD NLI
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+
type: ruanchaves/faquad-nli
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+
split: test
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+
args:
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+
num_few_shot: 15
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+
metrics:
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+
- type: f1_macro
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+
value: 69.04
|
101 |
+
name: f1-macro
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+
source:
|
103 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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+
name: Open Portuguese LLM Leaderboard
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+
- task:
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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name: HateBR Binary
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type: ruanchaves/hatebr
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split: test
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args:
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num_few_shot: 25
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+
metrics:
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- type: f1_macro
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value: 79.62
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+
name: f1-macro
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+
source:
|
119 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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+
name: Open Portuguese LLM Leaderboard
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+
- task:
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+
type: text-generation
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+
name: Text Generation
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+
dataset:
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name: PT Hate Speech Binary
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type: hate_speech_portuguese
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+
split: test
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+
args:
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129 |
+
num_few_shot: 25
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+
metrics:
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+
- type: f1_macro
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132 |
+
value: 58.52
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133 |
+
name: f1-macro
|
134 |
+
source:
|
135 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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136 |
+
name: Open Portuguese LLM Leaderboard
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+
- task:
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+
type: text-generation
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+
name: Text Generation
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140 |
+
dataset:
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+
name: tweetSentBR
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type: eduagarcia/tweetsentbr_fewshot
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split: test
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args:
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num_few_shot: 25
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+
metrics:
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- type: f1_macro
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148 |
+
value: 62.32
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149 |
+
name: f1-macro
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150 |
+
source:
|
151 |
+
url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=JJhooww/Mistral-7B-v0.2-Base_ptbr
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+
name: Open Portuguese LLM Leaderboard
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153 |
+
---
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154 |
+
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155 |
+
É um modelo base pré-treinado com cerca de 1b tokens em portugues iniciado com os pesos oficiais do modelo, deve ser utilizado para fine tuning.
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156 |
+
| faquad_nli | 68,11 | 47,63 | 20,48 |
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+
| hatebr_offensive_binary | 79,65 | 77,63 | 2,02 |
|
158 |
+
| oab_exams | 45,42 | 45,24 | 0,18 |
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159 |
+
| portuguese_hate_speech_binary| 59,18 | 55,72 | 3,46 |
|
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+
# Open Portuguese LLM Leaderboard Evaluation Results
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161 |
+
Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/JJhooww/Mistral-7B-v0.2-Base_ptbr) and on the [🚀 Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
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162 |
+
|
163 |
+
| Metric | Value |
|
164 |
+
|--------------------------|---------|
|
165 |
+
|Average |**66.27**|
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166 |
+
|ENEM Challenge (No Images)| 64.94|
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167 |
+
|BLUEX (No Images) | 53.96|
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168 |
+
|OAB Exams | 45.42|
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169 |
+
|Assin2 RTE | 90.11|
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170 |
+
|Assin2 STS | 72.51|
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171 |
+
|FaQuAD NLI | 69.04|
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172 |
+
|HateBR Binary | 79.62|
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173 |
+
|PT Hate Speech Binary | 58.52|
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174 |
+
|tweetSentBR | 62.32|
|