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  This model was trained on ~25M tokens, in **3 phases**, the first and longest phase was an FFT to teach the model new stuff, and to confuse the shit out of it too, so it would be **a little bit less inclined to use GPTisms**.
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- It worked pretty well. In fact, the model was so damn confused, that the little imp didn't even make sense, but the knowledge was there.
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  In the next phase, a DEEP QLORA of **R = 512** was used on a new dataset, to... unconfuse it. A completely different dataset was used to avoid overfitting.
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  Finally, another somewhat deep QLORA of **R = 128** was used to tie it all together in a coherent way, and connect all the dots, and this was also with a different dataset as well.
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- The results are **sometimes** surprisingly good, it even managed to fool some people into thinking it's a MUCH larger model, and sometimes... sometimes it behaves just like you would expect a 3B model.
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- Fun fact: the model was uploaded while there were 200 ICBMs headed my way, live in the sky.
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- I lived, so expect more models in the future.
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  ## Impish_LLAMA_3B is available at the following quantizations:
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  This model was trained on ~25M tokens, in **3 phases**, the first and longest phase was an FFT to teach the model new stuff, and to confuse the shit out of it too, so it would be **a little bit less inclined to use GPTisms**.
36
 
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+ It worked pretty well. In fact, the model was so damn thoroughly confused, that the little devil didn't even make any sense, but the knowledge was there.
38
 
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  In the next phase, a DEEP QLORA of **R = 512** was used on a new dataset, to... unconfuse it. A completely different dataset was used to avoid overfitting.
40
 
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  Finally, another somewhat deep QLORA of **R = 128** was used to tie it all together in a coherent way, and connect all the dots, and this was also with a different dataset as well.
42
 
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+ The results are **sometimes** surprisingly good, it even managed to fool some people into thinking it's a MUCH larger model, and sometimes... sometimes it behaves just like you would expect a 3B model to...
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+ Fun fact: the model was uploaded while there were 200 ICBMs headed my way, just flying there in the sky.
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+ I lived, so expect more models in the future!
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  ## Impish_LLAMA_3B is available at the following quantizations:
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