| | --- |
| | license: bigcode-openrail-m |
| | library_name: transformers |
| | tags: |
| | - code |
| | - mlx |
| | base_model: bigcode/starcoder2-15b |
| | datasets: |
| | - bigcode/self-oss-instruct-sc2-exec-filter-50k |
| | pipeline_tag: text-generation |
| | model-index: |
| | - name: starcoder2-15b-instruct-v0.1 |
| | results: |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: LiveCodeBench (code generation) |
| | type: livecodebench-codegeneration |
| | metrics: |
| | - type: pass@1 |
| | value: 20.4 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: LiveCodeBench (self repair) |
| | type: livecodebench-selfrepair |
| | metrics: |
| | - type: pass@1 |
| | value: 20.9 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: LiveCodeBench (test output prediction) |
| | type: livecodebench-testoutputprediction |
| | metrics: |
| | - type: pass@1 |
| | value: 29.8 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: LiveCodeBench (code execution) |
| | type: livecodebench-codeexecution |
| | metrics: |
| | - type: pass@1 |
| | value: 28.1 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: HumanEval |
| | type: humaneval |
| | metrics: |
| | - type: pass@1 |
| | value: 72.6 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: HumanEval+ |
| | type: humanevalplus |
| | metrics: |
| | - type: pass@1 |
| | value: 63.4 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: MBPP |
| | type: mbpp |
| | metrics: |
| | - type: pass@1 |
| | value: 75.2 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: MBPP+ |
| | type: mbppplus |
| | metrics: |
| | - type: pass@1 |
| | value: 61.2 |
| | - task: |
| | type: text-generation |
| | dataset: |
| | name: DS-1000 |
| | type: ds-1000 |
| | metrics: |
| | - type: pass@1 |
| | value: 40.6 |
| | --- |
| | |
| | # mlx-community/starcoder2-15b-instruct-v0.1 |
| | This model was converted to MLX format from [`bigcode/starcoder2-15b-instruct-v0.1`]() using mlx-lm version **0.12.1**. |
| | Refer to the [original model card](https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1) for more details on the model. |
| | ## Use with mlx |
| |
|
| | ```bash |
| | pip install mlx-lm |
| | ``` |
| |
|
| | ```python |
| | from mlx_lm import load, generate |
| | |
| | model, tokenizer = load("mlx-community/starcoder2-15b-instruct-v0.1") |
| | response = generate(model, tokenizer, prompt="hello", verbose=True) |
| | ``` |
| |
|
