YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF
This model was converted to GGUF format from bigcode/starcoder2-15b-instruct-v0.1
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 YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF --model starcoder2-15b-instruct-v0.1.Q8_0.gguf -p "The meaning to life and the universe is"
Server:
llama-server --hf-repo YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF --model starcoder2-15b-instruct-v0.1.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 starcoder2-15b-instruct-v0.1.Q8_0.gguf -n 128
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Model tree for YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF
Base model
bigcode/starcoder2-15bDataset used to train YorkieOH10/starcoder2-15b-instruct-v0.1-Q8_0-GGUF
Evaluation results
- pass@1 on LiveCodeBench (code generation)self-reported20.400
- pass@1 on LiveCodeBench (self repair)self-reported20.900
- pass@1 on LiveCodeBench (test output prediction)self-reported29.800
- pass@1 on LiveCodeBench (code execution)self-reported28.100
- pass@1 on HumanEvalself-reported72.600
- pass@1 on HumanEval+self-reported63.400
- pass@1 on MBPPself-reported75.200
- pass@1 on MBPP+self-reported61.200
- pass@1 on DS-1000self-reported40.600