mlx-community/starcoder2-15b-4bit
This model was converted to MLX format from bigcode/starcoder2-15b.
Refer to the original model card for more details on the model.
Use with mlx
pip install mlx-lm
from mlx_lm import load, generate
model, tokenizer = load("mlx-community/starcoder2-15b-4bit")
response = generate(model, tokenizer, prompt="hello", verbose=True)
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the model is not deployed on the HF Inference API.
Dataset used to train mlx-community/starcoder2-15b-4bit
Evaluation results
- pass@1 on CruxEval-Iself-reported48.100
- pass@1 on DS-1000self-reported33.800
- accuracy on GSM8K (PAL)self-reported65.100
- pass@1 on HumanEval+self-reported37.800
- pass@1 on HumanEvalself-reported46.300
- edit-smiliarity on RepoBench-v1.1self-reported74.080