4 ms·
Disclaimer: I work for MosaicML (MosaicML is the creator of the training platform used by Replit). Training these models from scratch on your domain specific d
by dkhudia 4y ago
Disclaimer: I work for MosaicML (MosaicML is the creator of the training platform used by Replit).
Training these models from scratch on your domain specific data is not as expensive as one might think. We have provided some cost estimates in our blogs.
https://www.mosaicml.com/blog/mosaicbert https://www.mosaicml.com/blog/mosaicbert
https://www.mosaicml.com/blog/training-stable-diffusion-from-scratch-costs-160k https://www.mosaicml.com/blog/training-stable-diffusion-from...
https://www.mosaicml.com/blog/gpt-3-quality-for-500k https://www.mosaicml.com/blog/gpt-3-quality-for-500k
- ftxbro 4y agoThank you this is very interesting!
- moltar 4y agoDo you have any examples on how to train a model that can write code but in a specific domain? Eg I only want to train it on a specific set of code. Eg let’s say functional React components in TypeScript.
- dskhudia 4y agoWe recently released 1B parameter model trained on a mix of data.[1] If you got your domain-specific data, our platform can cover the rest. [1]: https://twitter.com/jefrankle/status/1649060478910357504?s=46&t=tQQDgg2lGjgTPfUQ2RRmlA https://twitter.com/jefrankle/status/1649060478910357504?s=4...
- moltar 4y agoBut do you have any examples of how to do this? I am a pretty seasoned dev, but never trained a model before :)