dphn / dolphincoder-starcoder2-15b

huggingface.co
Total runs: 62
24-hour runs: 2
7-day runs: 19
30-day runs: 24
Model's Last Updated: May 20 2024
text-generation

Introduction of dolphincoder-starcoder2-15b

Model Details of dolphincoder-starcoder2-15b

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

Runs of dphn dolphincoder-starcoder2-15b on huggingface.co

62
Total runs
2
24-hour runs
6
3-day runs
19
7-day runs
24
30-day runs

More Information About dolphincoder-starcoder2-15b huggingface.co Model

More dolphincoder-starcoder2-15b license Visit here:

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dolphincoder-starcoder2-15b install

dolphincoder-starcoder2-15b is an open source model from GitHub that offers a free installation service, and any user can find dolphincoder-starcoder2-15b on GitHub to install. At the same time, huggingface.co provides the effect of dolphincoder-starcoder2-15b install, users can directly use dolphincoder-starcoder2-15b installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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