Model: mlx-community/bigcode-starcoder2-15b-4bit
Author: mlx-community
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, starcoder2, text-generation, code, mlx, dataset:bigcode/the-stack-v2-train, base_model:bigcode/starcoder2-15b, base_model:quantized:bigcode/starcoder2-15b, license:bigcode-openrail-m, model-index, text-generation-inference, endpoints_compatible, 4-bit, region:us
Base models (quantized): id: bigcode/starcoder2-15b
Card metadata: pipeline_tag: text-generation
inference: parameters: temperature: 0.2
top_p: 0.95
widget: text: def print_hello_world():
example_title: Hello world
group: Python
datasets: bigcode/the-stack-v2-train
license: bigcode-openrail-m
library_name: transformers
tags: code, mlx
base_model: bigcode/starcoder2-15b
model-index: name: starcoder2-15b
results: task: type: text-generation
dataset: name: CruxEval-I
type: cruxeval-i
metrics: type: pass@1
value: 48.1
verified: no, task: type: text-generation
dataset: name: DS-1000
type: ds-1000
metrics: type: pass@1
value: 33.8
verified: no, task: type: text-generation
dataset: name: GSM8K (PAL)
type: gsm8k-pal
metrics: type: accuracy
value: 65.1
verified: no, task: type: text-generation
dataset: name: HumanEval+
type: humanevalplus
metrics: type: pass@1
value: 37.8
verified: no, task: type: text-generation
dataset: name: HumanEval
type: humaneval
metrics: type: pass@1
value: 46.3
verified: no, task: type: text-generation
dataset: name: RepoBench-v1.1
type: repobench-v1.1
metrics: type: edit-smiliarity
value: 74.08
verified: no
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Created: 2025-02-13 00:11:01