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Prevent starchat from generating nonsense after ouptutting <|system|> <|end|> <|user|> #32

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@KukumavMozolo

Description

When using starchat the model will likely start talking bullshit (in Spanish) after printing out the sequence:

<|system|> <|end|> <|user|>

I added a rudimentary fix to stop generating new tokens in case starchat is used after outputting <|system|> <|end|> <|user|>:

 // check if model is santacoder
 if (model.hparams.n_layer <= 30 && embd.back() == 49152) {
 break;
 }
 // check if model is starcoder
 else if (embd.back() == 0) { //TODO: this is only for starcoder
 break;
 }
 // starchat since only these 3 models are supported atm
 else{
 // break to prevent starchat from talking gibberish
 if (output.find("<|system|>\n<|end|>\n<|user|>") != std::string::npos) {
 break;
 }
 }

Would that be desirable pr? And also what is the correct way to detect if the model is indeed starcoder instead of using the default?

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