| | --- |
| | datasets: |
| | - cognitivecomputations/dolphin |
| | - jondurbin/airoboros-2.2.1 |
| | - cognitivecomputations/dolphin-coder |
| | - teknium/openhermes |
| | - ise-uiuc/Magicoder-OSS-Instruct-75K |
| | - ise-uiuc/Magicoder-Evol-Instruct-110K |
| | - m-a-p/Code-Feedback |
| | - m-a-p/CodeFeedback-Filtered-Instruction |
| | - microsoft/orca-math-word-problems-200k |
| | language: |
| | - en |
| | license: bigcode-openrail-m |
| | --- |
| | |
| | DolphinCoder StarCoder2 7b 🐬 |
| |
|
| | sponsored by [latitude.sh](https://www.latitude.sh/). |
| |
|
| | Join our Discord! https://discord.gg/cognitivecomputations |
| |
|
| | <img src="https://cdn-uploads.huggingface.co/production/uploads/63111b2d88942700629f5771/ldkN1J0WIDQwU4vutGYiD.png" width="600" /> |
| |
|
| | This model is based on StarCoder2-7b and is subject to bigcode-openrail-m license. |
| |
|
| | This Dolphin is *really good* at coding, I trained with a lot of coding data. |
| |
|
| | This model is uncensored. I have filtered the dataset to remove alignment and bias. This makes the model more compliant. You are advised to implement your own alignment layer before exposing the model as a service. It will be highly compliant to any requests, even unethical ones. Please read my blog post about uncensored models. https://erichartford.com/uncensored-models |
| | You are responsible for any content you create using this model. Enjoy responsibly. |
| |
|
| | ## Training |
| | It took 2 days to train 3 epochs on 8x L40S's using qLoRA and Axolotl |
| |
|
| | Prompt format: |
| | This model uses ChatML prompt format. |
| | ``` |
| | <|im_start|>system |
| | You are DolphinCoder, a helpful AI programming assistant.<|im_end|> |
| | <|im_start|>user |
| | {prompt}<|im_end|> |
| | <|im_start|>assistant |
| | |
| | ``` |
| |
|
| | Example: |
| | ``` |
| | <|im_start|>system |
| | You are DolphinCoder, a master at software engineering and coding in any programming language. |
| | <|im_start|>user |
| | Please write me a program in golang that parses all the lines in a file, and reverses them character-wise, and saves it to a new file. |
| | <|im_start|>assistant |
| | ``` |
| |
|
| | ## Quantized models |
| |
|
| | - [dagbs/-GGUF](https://huggingface.co/dagbs/dolphincoder-starcoder2-7b-GGUF) |
| |
|
| | ## Gratitude |
| | - This model was made possible by the generous sponsorship of [latitude.sh](https://www.latitude.sh/). |
| | - Welcome Microsoft to Open Source AI! Thank you for the Orca-Math Dataset! |
| | - Huge thank you to [BigCode](https://www.bigcode-project.org/) for training and publishing the weights of StarCoder2 |
| | - HUGE Thank you to the dataset authors: @ise-uiuc, @teknium, @m-a-p |
| | - And HUGE thanks to @winglian and the Axolotl contributors for making the best training framework! |
| | - [<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl) |
| | - Thank you to all the other people in the Open Source AI community who have taught me and helped me along the way. |
| |
|
| | ## Example Output |
| |
|
| |
|
| | [If you would like to financially support my efforts](https://ko-fi.com/erichartford) |
| |
|
| | [swag](https://fa7113.myshopify.com/) |
