brazilianslib/Llama-3-8B-Dolphin-Portuguese-v0.3-Q8_0-GGUF
This model was converted to GGUF format from adalbertojunior/Llama-3-8B-Dolphin-Portuguese-v0.3
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 brazilianslib/Llama-3-8B-Dolphin-Portuguese-v0.3-Q8_0-GGUF --hf-file llama-3-8b-dolphin-portuguese-v0.3-q8_0.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo brazilianslib/Llama-3-8B-Dolphin-Portuguese-v0.3-Q8_0-GGUF --hf-file llama-3-8b-dolphin-portuguese-v0.3-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.
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 brazilianslib/Llama-3-8B-Dolphin-Portuguese-v0.3-Q8_0-GGUF --hf-file llama-3-8b-dolphin-portuguese-v0.3-q8_0.gguf -p "The meaning to life and the universe is"
or
./llama-server --hf-repo brazilianslib/Llama-3-8B-Dolphin-Portuguese-v0.3-Q8_0-GGUF --hf-file llama-3-8b-dolphin-portuguese-v0.3-q8_0.gguf -c 2048
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Evaluation results
- accuracy on ENEM Challenge (No Images)Open Portuguese LLM Leaderboard68.860
- accuracy on BLUEX (No Images)Open Portuguese LLM Leaderboard57.860
- accuracy on OAB ExamsOpen Portuguese LLM Leaderboard61.910
- f1-macro on Assin2 RTEtest set Open Portuguese LLM Leaderboard93.050
- pearson on Assin2 STStest set Open Portuguese LLM Leaderboard76.480
- f1-macro on FaQuAD NLItest set Open Portuguese LLM Leaderboard76.780
- f1-macro on HateBR Binarytest set Open Portuguese LLM Leaderboard83.250
- f1-macro on PT Hate Speech Binarytest set Open Portuguese LLM Leaderboard68.850
- f1-macro on tweetSentBRtest set Open Portuguese LLM Leaderboard71.300