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--- |
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license: apache-2.0 |
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library_name: transformers |
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tags: |
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- code |
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- llama-cpp |
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- gguf-my-repo |
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datasets: |
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- codeparrot/github-code-clean |
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- bigcode/starcoderdata |
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- open-web-math/open-web-math |
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- math-ai/StackMathQA |
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metrics: |
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- code_eval |
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pipeline_tag: text-generation |
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inference: true |
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model-index: |
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- name: granite-20b-code-base |
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results: |
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- task: |
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type: text-generation |
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dataset: |
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name: MBPP |
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type: mbpp |
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metrics: |
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- type: pass@1 |
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value: 43.8 |
|
name: pass@1 |
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- task: |
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type: text-generation |
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dataset: |
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name: MBPP+ |
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type: evalplus/mbppplus |
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metrics: |
|
- type: pass@1 |
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value: 51.6 |
|
name: pass@1 |
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- task: |
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type: text-generation |
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dataset: |
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name: HumanEvalSynthesis(Python) |
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type: bigcode/humanevalpack |
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metrics: |
|
- type: pass@1 |
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value: 48.2 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 50.0 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 59.1 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 32.3 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 40.9 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 35.4 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 17.1 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 18.3 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 23.2 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 10.4 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 25.6 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 18.3 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 23.2 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 23.8 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 14.6 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 26.2 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 15.2 |
|
name: pass@1 |
|
- type: pass@1 |
|
value: 3.0 |
|
name: pass@1 |
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--- |
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|
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# NikolayKozloff/granite-20b-code-base-Q3_K_L-GGUF |
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This model was converted to GGUF format from [`ibm-granite/granite-20b-code-base`](https://huggingface.co/ibm-granite/granite-20b-code-base) 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/ibm-granite/granite-20b-code-base) 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 NikolayKozloff/granite-20b-code-base-Q3_K_L-GGUF --model granite-20b-code-base.Q3_K_L.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 NikolayKozloff/granite-20b-code-base-Q3_K_L-GGUF --model granite-20b-code-base.Q3_K_L.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 granite-20b-code-base.Q3_K_L.gguf -n 128 |
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``` |
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