mwdutra/Tucano-160m-Q5_K_M-GGUF
This model was converted to GGUF format from TucanoBR/Tucano-160m
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 (works on Mac and Linux)
brew install llama.cpp
Invoke the llama.cpp server or the CLI.
CLI:
llama-cli --hf-repo mwdutra/Tucano-160m-Q5_K_M-GGUF --hf-file tucano-160m-q5_k_m.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo mwdutra/Tucano-160m-Q5_K_M-GGUF --hf-file tucano-160m-q5_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.
Step 1: Clone llama.cpp from GitHub.
git clone https://github.com/ggerganov/llama.cpp
Step 2: Move into the llama.cpp folder and build it with LLAMA_CURL=1
flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
cd llama.cpp && LLAMA_CURL=1 make
Step 3: Run inference through the main binary.
./llama-cli --hf-repo mwdutra/Tucano-160m-Q5_K_M-GGUF --hf-file tucano-160m-q5_k_m.gguf -p "The meaning to life and the universe is"
or
./llama-server --hf-repo mwdutra/Tucano-160m-Q5_K_M-GGUF --hf-file tucano-160m-q5_k_m.gguf -c 2048
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Model tree for mwdutra/Tucano-160m-Q5_K_M-GGUF
Base model
TucanoBR/Tucano-160mDataset used to train mwdutra/Tucano-160m-Q5_K_M-GGUF
Evaluation results
- accuracy on CALAME-PTContext-Aware LAnguage Modeling Evaluation for Portuguese52.310
- accuracy on LAMBADA-PTLAMBADA-PT28.160
- accuracy on ENEM Challenge (No Images)Open Portuguese LLM Leaderboard19.030
- accuracy on BLUEX (No Images)Open Portuguese LLM Leaderboard22.110
- accuracy on OAB ExamsOpen Portuguese LLM Leaderboard25.100
- f1-macro on Assin2 RTEtest set Open Portuguese LLM Leaderboard33.510
- pearson on Assin2 STStest set Open Portuguese LLM Leaderboard11.020
- f1-macro on FaQuAD NLItest set Open Portuguese LLM Leaderboard43.970
- f1-macro on HateBR Binarytest set Open Portuguese LLM Leaderboard36.560
- f1-macro on PT Hate Speech Binarytest set Open Portuguese LLM Leaderboard22.990