+ "ݳj B^RIt^RIHtHt^RIt^RIHtRRRlltR#)N)ListUnion) load_datasetcV^8dQhR\\\\,\\\,,3,/#)data)rstrrint)formats"l/home/luca/screen-checking/.venv/lib/python3.14/site-packages/gptqmodel/quantization/awq/utils/calib_data.py __annotate__r s,:: T#YT#Y/ 0:c\V\4'd5VR8Xd\RRR7pM \WR7pVP^*R7pM\V\4'dc\V^,\4'dVUu.uFquV/NK ppM=\V^,^,\ 4'dTpM\ R4h\ R4h.p^p VFp\V\4'dTp M)W,p V P4p VPV 4p \V 4V8dKW\P!V .4p V P4^8XdKVPV 4V ^, p W8XgKM \P!V^R7p V P^,V,p\ P"!RV R24\%V4Uu.uF#qR W,V^,V,13,NK% up#uupiuupi) pilevalzmit-han-lab/pile-val-backup validation)split)seedzEither pass a string to a huggingface dataset or a listthat is preprocessed with one sample of text per element or a list of list of int for tokenized words.)dimz * Split into z blocks:NNN) isinstancer rshufflelistr NotImplementedErrorstripencodelentorchtensornumelappendcatshapeloggingdebugrange)r tokenizer n_samples max_seq_lenr text_columndatasettextsamplesn_run line_encodedlinesample cat_samplesn_splitis&&&&&& r get_calib_datasetr3 s$ 9 "#@ UG"45G//r/* D$   d1gs # #7;Q  v     "))G+K"k1G MMN7)734INw IWAAq!a%;)>>>?? M=L s  H)H )rNitrainr*)r"typingrrrdatasetsrr3rr r9s  !::r