NikolayKozloff/Sailor-7B-Q8_0-GGUF
This model was converted to GGUF format from sail/Sailor-7B
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/Sailor-7B-Q8_0-GGUF --model sailor-7b.Q8_0.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo NikolayKozloff/Sailor-7B-Q8_0-GGUF --model sailor-7b.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 sailor-7b.Q8_0.gguf -n 128
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Model tree for NikolayKozloff/Sailor-7B-Q8_0-GGUF
Base model
Qwen/Qwen1.5-7B
Quantized
this model
Datasets used to train NikolayKozloff/Sailor-7B-Q8_0-GGUF
Evaluation results
- EM (3-Shot) on XQuAD-Thaiself-reported57.880
- F1 (3-Shot) on XQuAD-Thaiself-reported71.060
- EM (3-Shot) on TyDiQA-Indonesianself-reported60.530
- F1 (3-Shot) on TyDiQA-Indonesianself-reported75.420
- EM (3-Shot) on XQuAD-Vietnameseself-reported53.810
- F1 (3-Shot) on XQuAD-Vietnameseself-reported74.620
- EM (3-Shot) on XCOPA-Thaiself-reported59.000
- EM (3-Shot) on XCOPA-Indonesianself-reported72.200
- EM (3-Shot) on XCOPA-Vietnameseself-reported72.200
- EM (3-Shot) on M3Exam-Thaiself-reported30.000