Extension of OpenAI's HumanEval to cover 3 scenarios across 6 languages
Use
Intended use
The model follows instructions provided in the input. You should always preface your input with "Question: " and finish it with "Answer:", for example: "Question: Please write a function in Python that performs bubble sort.\n\nAnswer:"
Feel free to share your generations in the Community tab!
Generation
# pip install -q transformersfrom transformers import AutoModelForCausalLM, AutoTokenizer
checkpoint = "bigcode/octogeex"
device = "cuda"# for GPU usage or "cpu" for CPU usage
tokenizer = AutoTokenizer.from_pretrained(checkpoint)
model = AutoModelForCausalLM.from_pretrained(checkpoint).to(device)
inputs = tokenizer.encode("Question: Please write a function in Python that performs bubble sort.\n\nAnswer:", return_tensors="pt").to(device)
outputs = model.generate(inputs)
print(tokenizer.decode(outputs[0]))
Training
Model
Architecture:
GPT-2 model with multi-query attention and Fill-in-the-Middle objective
The code in this repository is open-source under the
MIT license
. The model weights are licensed under the
Model License
, please apply for commercial use by filling the
registration form
.
Citation
@article{muennighoff2023octopack,
title={OctoPack: Instruction Tuning Code Large Language Models},
author={Niklas Muennighoff and Qian Liu and Armel Zebaze and Qinkai Zheng and Binyuan Hui and Terry Yue Zhuo and Swayam Singh and Xiangru Tang and Leandro von Werra and Shayne Longpre},
journal={arXiv preprint arXiv:2308.07124},
year={2023}
}
Runs of bigcode octogeex on huggingface.co
159
Total runs
0
24-hour runs
17
3-day runs
33
7-day runs
-16
30-day runs
More Information About octogeex huggingface.co Model
octogeex huggingface.co
octogeex huggingface.co is an AI model on huggingface.co that provides octogeex's model effect (), which can be used instantly with this bigcode octogeex model. huggingface.co supports a free trial of the octogeex model, and also provides paid use of the octogeex. Support call octogeex model through api, including Node.js, Python, http.
octogeex huggingface.co is an online trial and call api platform, which integrates octogeex's modeling effects, including api services, and provides a free online trial of octogeex, you can try octogeex online for free by clicking the link below.
bigcode octogeex online free url in huggingface.co:
octogeex is an open source model from GitHub that offers a free installation service, and any user can find octogeex on GitHub to install. At the same time, huggingface.co provides the effect of octogeex install, users can directly use octogeex installed effect in huggingface.co for debugging and trial. It also supports api for free installation.