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This uses several models. One of them is already trained and released, which you can use or you can train it too yourself. The other models need training. Train
by jorgemf 4y ago
This uses several models. One of them is already trained and released, which you can use or you can train it too yourself. The other models need training. Training means having a labelled dataset and let the model run several iterations until the loss function has a good value in order to use the model. This code is quite complex as it is not one model but several ones and also you can make some changes to generate bigger images and to use better models for some parts. Once you have everything trained (you might need a GPU or a cluster of GPUs to train it for several days/weeks/months), you can use it.
I know this wont help you very much. But, either you are willing to spend a lot of time messing around with the code and have access to a good hardware to train the models, or you would have to wait until someone releases something already trained.
- visarga 4y ago> Once you have everything trained (you might need a GPU or a cluster of GPUs to train it for several days/weeks/months), you can use it. It takes a whole team to replicate an advanced model. Take a look at our open source working groups: Eleuther, LAION, BigScience. They worked for months for one release and burned millions of dollars on GPU (gracefully donated by well meaning sponsors). https://www.eleuther.ai/ https://www.eleuther.ai/ https://laion.ai/ https://laion.ai/ The BigScience group is massive: https://bigscience.notion.site/10743770aae24ff3bdc1b938cf454bb8?v=92f51ef4650c4fc085cda88e23c8ebbb https://bigscience.notion.site/10743770aae24ff3bdc1b938cf454...
- shepardrtc 4y agoI didn't even know anything like those groups existed. That's very helpful. Thank you!