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| title: BeeCoder Demo | |
| emoji: 🐝 | |
| colorFrom: gray | |
| colorTo: yellow | |
| sdk: gradio | |
| sdk_version: 3.28.3 | |
| app_file: app.py | |
| pinned: true | |
| license: apache-2.0 | |
| # 🐝BeeCoder Demo🐝 | |
| ## Code-Completion Playground 💻 with 🐝[BeeCoder](https://huggingface.co/BEE-spoke-data/smol_llama-101M-GQA-python) Models | |
| This is a demo playground for generating Python code with the power of 🐝[BeeCoder](https://huggingface.co/BEE-spoke-data/smol_llama-101M-GQA-python), a **fine-tuned** version of the tiny [101M base model](https://huggingface.co/BEE-spoke-data/smol_llama-101M-GQA) on a dataset of pypi packages. | |
| ℹ️ This is not an instruction model but just a code completion tool. | |
| --- | |
| **Intended Use**: This app and its [supporting model](https://huggingface.co/BEE-spoke-data/smol_llama-101M-GQA-python) are provided for demonstration purposes only; not to serve as a replacement for human expertise. For more details on the model, please refer to the [model card](https://huggingface.co/BEE-spoke-data/smol_llama-101M-GQA-python). | |
| In our country, we say _"To let 100M parameters model generate python script and not validate is like to let monkey fly a plane"_. So please be careful with the generated code. | |
| --- | |
| ## Base Model Information | |
| The base model, smol_llama-101M-GQA, has been pre-trained on a relatively small number of high quality tokens (less than ~20B). It has impressive performance despite its compact size of 101M parameters. Training data for this base model included: | |
| - [JeanKaddour/minipile](https://huggingface.co/datasets/JeanKaddour/minipile) | |
| - [pszemraj/simple_wikipedia_LM](https://huggingface.co/datasets/pszemraj/simple_wikipedia_LM) | |
| - [BEE-spoke-data/wikipedia-20230901.en-deduped](https://huggingface.co/datasets/BEE-spoke-data/wikipedia-20230901.en-deduped) | |
| - [mattymchen/refinedweb-3m](https://huggingface.co/datasets/mattymchen/refinedweb-3m) | |
| You can find more information about the base model [here](https://huggingface.co/BEE-spoke-data/smol_llama-101M-GQA). | |
| --- | |
| ### Credits | |
| This app is modified from a demo playground originally built for [StarCoder](https://huggingface.co/bigcode/starcoder) by [BigCode](https://huggingface.co/bigcode). You can find the original demo [here](https://huggingface.co/spaces/bigcode/bigcode-playground). | |
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