| --- |
| license: apache-2.0 |
| library_name: transformers |
| tags: |
| - code |
| - llama-cpp |
| - gguf-my-repo |
| base_model: ibm-granite/granite-34b-code-base |
| datasets: |
| - bigcode/commitpackft |
| - TIGER-Lab/MathInstruct |
| - meta-math/MetaMathQA |
| - glaiveai/glaive-code-assistant-v3 |
| - glaive-function-calling-v2 |
| - bugdaryan/sql-create-context-instruction |
| - garage-bAInd/Open-Platypus |
| - nvidia/HelpSteer |
| metrics: |
| - code_eval |
| pipeline_tag: text-generation |
| inference: true |
| model-index: |
| - name: granite-34b-code-instruct |
| results: |
| - task: |
| type: text-generation |
| dataset: |
| name: HumanEvalSynthesis(Python) |
| type: bigcode/humanevalpack |
| metrics: |
| - type: pass@1 |
| value: 62.2 |
| name: pass@1 |
| - type: pass@1 |
| value: 56.7 |
| name: pass@1 |
| - type: pass@1 |
| value: 62.8 |
| name: pass@1 |
| - type: pass@1 |
| value: 47.6 |
| name: pass@1 |
| - type: pass@1 |
| value: 57.9 |
| name: pass@1 |
| - type: pass@1 |
| value: 41.5 |
| name: pass@1 |
| - type: pass@1 |
| value: 53.0 |
| name: pass@1 |
| - type: pass@1 |
| value: 45.1 |
| name: pass@1 |
| - type: pass@1 |
| value: 50.6 |
| name: pass@1 |
| - type: pass@1 |
| value: 36.0 |
| name: pass@1 |
| - type: pass@1 |
| value: 42.7 |
| name: pass@1 |
| - type: pass@1 |
| value: 23.8 |
| name: pass@1 |
| - type: pass@1 |
| value: 54.9 |
| name: pass@1 |
| - type: pass@1 |
| value: 47.6 |
| name: pass@1 |
| - type: pass@1 |
| value: 55.5 |
| name: pass@1 |
| - type: pass@1 |
| value: 51.2 |
| name: pass@1 |
| - type: pass@1 |
| value: 47.0 |
| name: pass@1 |
| - type: pass@1 |
| value: 45.1 |
| name: pass@1 |
| --- |
| |
| # SixOpen/granite-34b-code-instruct-Q5_K_M-GGUF |
| This model was converted to GGUF format from [`ibm-granite/granite-34b-code-instruct`](https://huggingface.co/ibm-granite/granite-34b-code-instruct) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space. |
| Refer to the [original model card](https://huggingface.co/ibm-granite/granite-34b-code-instruct) for more details on the model. |
| ## Use with llama.cpp |
|
|
| Install llama.cpp through brew. |
|
|
| ```bash |
| brew install ggerganov/ggerganov/llama.cpp |
| ``` |
| Invoke the llama.cpp server or the CLI. |
|
|
| CLI: |
|
|
| ```bash |
| llama-cli --hf-repo SixOpen/granite-34b-code-instruct-Q5_K_M-GGUF --model granite-34b-code-instruct.Q5_K_M.gguf -p "The meaning to life and the universe is" |
| ``` |
|
|
| Server: |
|
|
| ```bash |
| llama-server --hf-repo SixOpen/granite-34b-code-instruct-Q5_K_M-GGUF --model granite-34b-code-instruct.Q5_K_M.gguf -c 2048 |
| ``` |
|
|
| 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. |
|
|
| ``` |
| git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make && ./main -m granite-34b-code-instruct.Q5_K_M.gguf -n 128 |
| ``` |
|
|
