mlx-community/starcoder2-15b-instruct-v0.1-8bit
This model was converted to MLX format from bigcode/starcoder2-15b-instruct-v0.1 using mlx-lm version 0.10.0.
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-instruct-v0.1-8bit")
response = generate(model, tokenizer, prompt="hello", verbose=True)
- Downloads last month
- 8
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for mlx-community/starcoder2-15b-instruct-v0.1-8bit
Base model
bigcode/starcoder2-15bDataset used to train mlx-community/starcoder2-15b-instruct-v0.1-8bit
Evaluation results
- pass@1 on LiveCodeBench (code generation)self-reported20.400
- pass@1 on LiveCodeBench (self repair)self-reported20.900
- pass@1 on LiveCodeBench (test output prediction)self-reported29.800
- pass@1 on LiveCodeBench (code execution)self-reported28.100
- pass@1 on HumanEvalself-reported72.600
- pass@1 on HumanEval+self-reported63.400
- pass@1 on MBPPself-reported75.200
- pass@1 on MBPP+self-reported61.200
- pass@1 on DS-1000self-reported40.600