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metadata
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
language:
  - en
license: bigcode-openrail-m

DolphinCoder StarCoder2 15b 🐬

sponsored by latitude.sh.

Discord Discord: https://discord.gg/cognitivecomputations

This model is based on StarCoder2-15b 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 3 days to train 3 epochs on 8x H100s 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

Gratitude

  • This model was made possible by the generous sponsorship of latitude.sh.
  • Huge thank you to BigCode 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!
  • Built with 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

image/png

image/png

If you would like to financially support my efforts

swag