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Adding the Open Portuguese LLM Leaderboard Evaluation Results
Browse filesThis is an automated PR created with https://huggingface.co/spaces/eduagarcia-temp/portuguese-leaderboard-results-to-modelcard
The purpose of this PR is to add evaluation results from the [π Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard) to your model card.
If you encounter any issues, please report them to https://huggingface.co/spaces/eduagarcia-temp/portuguese-leaderboard-results-to-modelcard/discussions
README.md
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@@ -7,11 +7,158 @@ tags:
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- LoRA
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- Llama
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- Stanford-Alpaca
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datasets:
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- dominguesm/alpaca-data-pt-br
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thumbnail: https://huggingface.co/dominguesm/alpaca-lora-ptbr-7b/resolve/main/assets/alpaca_br_juliet_2.jpg
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inference: false
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---
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## π¦π§π· Alpaca-LoRA-PTBR: Low-Rank LLaMA Instruct-Tuning
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@@ -222,4 +369,23 @@ LLaMA is a foundational model, and as such, it should not be used for downstream
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## References
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* Workout descriptions and script based on work done by [Eric J. Wang](https://github.com/tloen/alpaca-lora)
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-
* Training data based on original [Stanford Alpaca](https://crfm.stanford.edu/2023/03/13/alpaca.html) work
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- LoRA
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- Llama
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- Stanford-Alpaca
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base_model: decapoda-research/llama-7b-hf
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datasets:
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- dominguesm/alpaca-data-pt-br
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thumbnail: https://huggingface.co/dominguesm/alpaca-lora-ptbr-7b/resolve/main/assets/alpaca_br_juliet_2.jpg
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inference: false
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model-index:
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- name: alpaca-lora-ptbr-7b
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results:
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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: 22.32
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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=RogerioPiazzon/alpaca-lora-ptbr-7b
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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: 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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value: 23.5
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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=RogerioPiazzon/alpaca-lora-ptbr-7b
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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: OAB Exams
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type: eduagarcia/oab_exams
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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: 26.51
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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=RogerioPiazzon/alpaca-lora-ptbr-7b
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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: Assin2 RTE
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type: assin2
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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: 33.7
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name: f1-macro
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source:
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url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=RogerioPiazzon/alpaca-lora-ptbr-7b
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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: Assin2 STS
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type: eduagarcia/portuguese_benchmark
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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: pearson
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value: 18.17
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name: pearson
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source:
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url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=RogerioPiazzon/alpaca-lora-ptbr-7b
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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: 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: 56.27
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name: f1-macro
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source:
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url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=RogerioPiazzon/alpaca-lora-ptbr-7b
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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: 33.33
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name: f1-macro
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source:
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url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=RogerioPiazzon/alpaca-lora-ptbr-7b
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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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num_few_shot: 25
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metrics:
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- type: f1_macro
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value: 22.99
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name: f1-macro
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source:
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url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=RogerioPiazzon/alpaca-lora-ptbr-7b
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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: 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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value: 46.95
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name: f1-macro
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source:
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url: https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard?query=RogerioPiazzon/alpaca-lora-ptbr-7b
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name: Open Portuguese LLM Leaderboard
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---
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## π¦π§π· Alpaca-LoRA-PTBR: Low-Rank LLaMA Instruct-Tuning
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## References
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* Workout descriptions and script based on work done by [Eric J. Wang](https://github.com/tloen/alpaca-lora)
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* Training data based on original [Stanford Alpaca](https://crfm.stanford.edu/2023/03/13/alpaca.html) work
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# Open Portuguese LLM Leaderboard Evaluation Results
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Detailed results can be found [here](https://huggingface.co/datasets/eduagarcia-temp/llm_pt_leaderboard_raw_results/tree/main/RogerioPiazzon/alpaca-lora-ptbr-7b) and on the [π Open Portuguese LLM Leaderboard](https://huggingface.co/spaces/eduagarcia/open_pt_llm_leaderboard)
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| Metric | Value |
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|--------------------------|---------|
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|Average |**31.53**|
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|ENEM Challenge (No Images)| 22.32|
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|BLUEX (No Images) | 23.50|
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|OAB Exams | 26.51|
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|Assin2 RTE | 33.70|
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|Assin2 STS | 18.17|
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|FaQuAD NLI | 56.27|
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|HateBR Binary | 33.33|
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|PT Hate Speech Binary | 22.99|
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|tweetSentBR | 46.95|
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