Model: TheBloke/stable-code-3b-GPTQ
Author: TheBloke
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, stablelm_epoch, text-generation, causal-lm, code, custom_code, en, dataset:tiiuae/falcon-refinedweb, dataset:bigcode/the-stack-github-issues, dataset:bigcode/commitpackft, dataset:bigcode/starcoderdata, dataset:EleutherAI/proof-pile-2, dataset:meta-math/MetaMathQA, arxiv:2307.09288, arxiv:2104.09864, arxiv:2204.06745, arxiv:2305.06161, arxiv:2310.10631, arxiv:2309.12284, arxiv:1910.02054, base_model:stabilityai/stable-code-3b, base_model:quantized:stabilityai/stable-code-3b, license:other, model-index, 4-bit, gptq, region:us
Base models (quantized): id: stabilityai/stable-code-3b
Card metadata: base_model: stabilityai/stable-code-3b
datasets: tiiuae/falcon-refinedweb, bigcode/the-stack-github-issues, bigcode/commitpackft, bigcode/starcoderdata, EleutherAI/proof-pile-2, meta-math/MetaMathQA
inference: no
language: en
library_name: transformers
license: other
metrics: code_eval
model-index: name: StarCoderBase-3B
results: dataset: name: MultiPL-HumanEval (Python)
type: nuprl/MultiPL-E
metrics: name: pass@1
type: pass@1
value: 32.4
verified: no
task: type: text-generation, dataset: name: MultiPL-HumanEval (C++)
type: nuprl/MultiPL-E
metrics: name: pass@1
type: pass@1
value: 30.9
verified: no
task: type: text-generation, dataset: name: MultiPL-HumanEval (Java)
type: nuprl/MultiPL-E
metrics: name: pass@1
type: pass@1
value: 32.1
verified: no
task: type: text-generation, dataset: name: MultiPL-HumanEval (JavaScript)
type: nuprl/MultiPL-E
metrics: name: pass@1
type: pass@1
value: 32.1
verified: no
task: type: text-generation, dataset: name: MultiPL-HumanEval (PHP)
type: nuprl/MultiPL-E
metrics: name: pass@1
type: pass@1
value: 24.2
verified: no
task: type: text-generation, dataset: name: MultiPL-HumanEval (Rust)
type: nuprl/MultiPL-E
metrics: name: pass@1
type: pass@1
value: 23
verified: no
task: type: text-generation
model_creator: Stability AI
model_name: Stable Code 3B
model_type: stablelm_epoch
prompt_template: {prompt}

quantized_by: TheBloke
tags: causal-lm, code
Likes: 12 | All-time downloads: 18111
Created: 2024-01-17 18:06:33