NikolayKozloff/gemma-portuguese-luana-2b-Q8_0-GGUF
This model was converted to GGUF format from rhaymison/gemma-portuguese-luana-2b using llama.cpp via the ggml.ai's GGUF-my-repo space.
Refer to the original model card for more details on the model.
Use with llama.cpp
Install llama.cpp through brew.
brew install ggerganov/ggerganov/llama.cpp
Invoke the llama.cpp server or the CLI.
CLI:
llama-cli --hf-repo NikolayKozloff/gemma-portuguese-luana-2b-Q8_0-GGUF --model gemma-portuguese-luana-2b.Q8_0.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo NikolayKozloff/gemma-portuguese-luana-2b-Q8_0-GGUF --model gemma-portuguese-luana-2b.Q8_0.gguf -c 2048
Note: You can also use this checkpoint directly through the usage steps listed in the Llama.cpp repo as well.
git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m gemma-portuguese-luana-2b.Q8_0.gguf -n 128
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Dataset used to train NikolayKozloff/gemma-portuguese-luana-2b-GGUF
Evaluation results
- accuracy on ENEM Challenge (No Images)Open Portuguese LLM Leaderboard24.420
- accuracy on BLUEX (No Images)Open Portuguese LLM Leaderboard24.340
- accuracy on OAB ExamsOpen Portuguese LLM Leaderboard27.110
- f1-macro on Assin2 RTEtest set Open Portuguese LLM Leaderboard70.860
- pearson on Assin2 STStest set Open Portuguese LLM Leaderboard1.510
- f1-macro on FaQuAD NLItest set Open Portuguese LLM Leaderboard43.970
- f1-macro on HateBR Binarytest set Open Portuguese LLM Leaderboard40.050
- f1-macro on PT Hate Speech Binarytest set Open Portuguese LLM Leaderboard51.830
- f1-macro on tweetSentBRtest set Open Portuguese LLM Leaderboard30.420