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+ ---
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+ license: bigcode-openrail-m
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+ library_name: transformers
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+ tags:
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+ - code
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+ - starcoder2
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+ - llama-cpp
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+ - gguf-my-repo
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+ pipeline_tag: text-generation
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+ ---
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+
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+ # DavidAU/starcoder2-3b-instruct-Q6_K-GGUF
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+ This model was converted to GGUF format from [`TechxGenus/starcoder2-3b-instruct`](https://huggingface.co/TechxGenus/starcoder2-3b-instruct) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
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+ Refer to the [original model card](https://huggingface.co/TechxGenus/starcoder2-3b-instruct) for more details on the model.
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+ ## Use with llama.cpp
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+
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+ Install llama.cpp through brew.
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+
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+ ```bash
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+ brew install ggerganov/ggerganov/llama.cpp
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+ ```
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+ Invoke the llama.cpp server or the CLI.
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+
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+ CLI:
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+
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+ ```bash
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+ llama-cli --hf-repo DavidAU/starcoder2-3b-instruct-Q6_K-GGUF --model starcoder2-3b-instruct.Q6_K.gguf -p "The meaning to life and the universe is"
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+ ```
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+
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+ Server:
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+
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+ ```bash
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+ llama-server --hf-repo DavidAU/starcoder2-3b-instruct-Q6_K-GGUF --model starcoder2-3b-instruct.Q6_K.gguf -c 2048
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+ ```
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+
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+ Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.
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+
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+ ```
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+ git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m starcoder2-3b-instruct.Q6_K.gguf -n 128
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+ ```