noxinc/Tucano-2b4-Q4_K_M-GGUF
This model was converted to GGUF format from TucanoBR/Tucano-2b4
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 noxinc/Tucano-2b4-Q4_K_M-GGUF --model tucano-2b4.Q4_K_M.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo noxinc/Tucano-2b4-Q4_K_M-GGUF --model tucano-2b4.Q4_K_M.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 tucano-2b4.Q4_K_M.gguf -n 128
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Dataset used to train noxinc/Tucano-2b4-Q4_K_M-GGUF
Evaluation results
- accuracy on CALAME-PTContext-Aware LAnguage Modeling Evaluation for Portuguese59.060
- accuracy on LAMBADA-PTLAMBADA-PT37.670
- accuracy on ENEM Challenge (No Images)Open Portuguese LLM Leaderboard20.500
- accuracy on BLUEX (No Images)Open Portuguese LLM Leaderboard23.230
- accuracy on OAB ExamsOpen Portuguese LLM Leaderboard25.470
- f1-macro on Assin2 RTEtest set Open Portuguese LLM Leaderboard56.270
- pearson on Assin2 STStest set Open Portuguese LLM Leaderboard1.930
- f1-macro on FaQuAD NLItest set Open Portuguese LLM Leaderboard43.970
- f1-macro on HateBR Binarytest set Open Portuguese LLM Leaderboard29.490
- f1-macro on PT Hate Speech Binarytest set Open Portuguese LLM Leaderboard41.980