noxinc/Mistral-portuguese-luana-7b-Mathematics-Q5_K_M-GGUF
This model was converted to GGUF format from rhaymison/Mistral-portuguese-luana-7b-Mathematics
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/Mistral-portuguese-luana-7b-Mathematics-Q5_K_M-GGUF --model mistral-portuguese-luana-7b-mathematics.Q5_K_M.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo noxinc/Mistral-portuguese-luana-7b-Mathematics-Q5_K_M-GGUF --model mistral-portuguese-luana-7b-mathematics.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.
git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m mistral-portuguese-luana-7b-mathematics.Q5_K_M.gguf -n 128
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Model tree for noxinc/Mistral-portuguese-luana-7b-Mathematics-Q5_K_M-GGUF-PTBR
Base model
mistralai/Mistral-7B-Instruct-v0.2
Finetuned
rhaymison/Mistral-portuguese-luana-7b
Quantized
this model
Dataset used to train noxinc/Mistral-portuguese-luana-7b-Mathematics-Q5_K_M-GGUF-PTBR
Evaluation results
- accuracy on ENEM Challenge (No Images)Open Portuguese LLM Leaderboard56.680
- accuracy on BLUEX (No Images)Open Portuguese LLM Leaderboard45.900
- accuracy on OAB ExamsOpen Portuguese LLM Leaderboard37.900
- f1-macro on Assin2 RTEtest set Open Portuguese LLM Leaderboard89.360
- pearson on Assin2 STStest set Open Portuguese LLM Leaderboard74.780
- f1-macro on FaQuAD NLItest set Open Portuguese LLM Leaderboard74.870
- f1-macro on HateBR Binarytest set Open Portuguese LLM Leaderboard76.390
- f1-macro on PT Hate Speech Binarytest set Open Portuguese LLM Leaderboard67.460
- f1-macro on tweetSentBRtest set Open Portuguese LLM Leaderboard49.030