Model: TheBloke/starcoder-GPTQ
Author: TheBloke
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, gpt_bigcode, text-generation, code, dataset:bigcode/the-stack-dedup, arxiv:1911.02150, arxiv:2205.14135, arxiv:2207.14255, arxiv:2305.06161, license:bigcode-openrail-m, model-index, text-generation-inference, 4-bit, gptq, region:us
Card metadata: inference: no
pipeline_tag: text-generation
license: bigcode-openrail-m
datasets: bigcode/the-stack-dedup
metrics: code_eval
library_name: transformers
tags: code
model-index: name: StarCoder
results: task: type: text-generation
dataset: type: openai_humaneval
name: HumanEval (Prompted)
metrics: name: pass@1
type: pass@1
value: 0.408
verified: no, task: type: text-generation
dataset: type: openai_humaneval
name: HumanEval
metrics: name: pass@1
type: pass@1
value: 0.336
verified: no, task: type: text-generation
dataset: type: mbpp
name: MBPP
metrics: name: pass@1
type: pass@1
value: 0.527
verified: no, task: type: text-generation
dataset: type: ds1000
name: DS-1000 (Overall Completion)
metrics: name: pass@1
type: pass@1
value: 0.26
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (C++)
metrics: name: pass@1
type: pass@1
value: 0.3155
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (C#)
metrics: name: pass@1
type: pass@1
value: 0.2101
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (D)
metrics: name: pass@1
type: pass@1
value: 0.1357
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Go)
metrics: name: pass@1
type: pass@1
value: 0.1761
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Java)
metrics: name: pass@1
type: pass@1
value: 0.3022
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Julia)
metrics: name: pass@1
type: pass@1
value: 0.2302
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (JavaScript)
metrics: name: pass@1
type: pass@1
value: 0.3079
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Lua)
metrics: name: pass@1
type: pass@1
value: 0.2389
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (PHP)
metrics: name: pass@1
type: pass@1
value: 0.2608
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Perl)
metrics: name: pass@1
type: pass@1
value: 0.1734
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Python)
metrics: name: pass@1
type: pass@1
value: 0.3357
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (R)
metrics: name: pass@1
type: pass@1
value: 0.155
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Ruby)
metrics: name: pass@1
type: pass@1
value: 0.0124
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Racket)
metrics: name: pass@1
type: pass@1
value: 0.0007
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Rust)
metrics: name: pass@1
type: pass@1
value: 0.2184
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Scala)
metrics: name: pass@1
type: pass@1
value: 0.2761
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Bash)
metrics: name: pass@1
type: pass@1
value: 0.1046
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (Swift)
metrics: name: pass@1
type: pass@1
value: 0.2274
verified: no, task: type: text-generation
dataset: type: nuprl/MultiPL-E
name: MultiPL-HumanEval (TypeScript)
metrics: name: pass@1
type: pass@1
value: 0.3229
verified: no
extra_gated_prompt: ## Model License Agreement
Please read the BigCode [OpenRAIL-M license](https://huggingface.co/spaces/bigcode/bigcode-model-license-agreement) agreement before accepting it.
extra_gated_fields: I accept the above license agreement, and will use the Model complying with the set of use restrictions and sharing requirements: checkbox
Likes: 13 | All-time downloads: 17320
Created: 2023-06-08 19:20:32