| license: apache-2.0 | |
| library_name: transformers | |
| tags: | |
| - code | |
| - granite | |
| - mlx | |
| base_model: ibm-granite/granite-20b-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-20b-code-instruct | |
| results: | |
| - task: | |
| type: text-generation | |
| dataset: | |
| name: HumanEvalSynthesis(Python) | |
| type: bigcode/humanevalpack | |
| metrics: | |
| - type: pass@1 | |
| value: 60.4 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 53.7 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 58.5 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 42.1 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 45.7 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 42.7 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 44.5 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 42.7 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 49.4 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 32.3 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 42.1 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 18.3 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 43.9 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 43.9 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 45.7 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 41.5 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 41.5 | |
| name: pass@1 | |
| - type: pass@1 | |
| value: 29.9 | |
| name: pass@1 | |
| # mlx-community/granite-20b-code-instruct-8bit | |
| The Model [mlx-community/granite-20b-code-instruct-8bit](https://huggingface.co/mlx-community/granite-20b-code-instruct-8bit) was converted to MLX format from [ibm-granite/granite-20b-code-instruct](https://huggingface.co/ibm-granite/granite-20b-code-instruct) using mlx-lm version **0.13.0**. | |
| ## Use with mlx | |
| ```bash | |
| pip install mlx-lm | |
| ``` | |
| ```python | |
| from mlx_lm import load, generate | |
| model, tokenizer = load("mlx-community/granite-20b-code-instruct-8bit") | |
| response = generate(model, tokenizer, prompt="hello", verbose=True) | |
| ``` | |