Add perplexity unit test to guard against regressions #1
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June 19, 2024 11:39
Qubitium
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Exllama q4 kernel
DeJoker
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* add test_perplexity.py * assert avg_perplexity < 9 * rename test method name. * MOD test diff format * only need pass diff format. * cleanup code, and fix method name * add wiki cal datasets * return native_ppl * use save_quantized * wiki text data min 128 chars * add comments. * use GPTQModel * wiki text filter min chars up to 512 * need gptqmodel * add comments * use self.native_ppl * set desc_act default False * add marlin format ppl score * mod native ppl * Update setup.py * Update test_perplexity.py * mod format ppl, and increase the tolerance for PPL difference to 0.6 --------- Co-authored-by: LRL-ModelCloud <[email protected]> Co-authored-by: Qubitium-ModelCloud <[email protected]>
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