+
    TV-jæ  ã                   ó*   € ^ RI Ht ^ RIHt R R ltR# )é    )ÚPathNc                óP   € V ^8„  d   QhR\         R\         R\        P                  /# )é   Únum_samplesÚsequence_lengthÚreturn)ÚintÚmxÚarray)Úformats   "Úc/Volumes/fast/ai/experiments/ui-tars-smoke/.venv/lib/python3.14/site-packages/mlx_lm/quant/utils.pyÚ__annotate__r      s%   € ÷ ñ ¤cð ¼Cð ÄBÇHÁHñ ó    c                 ój  € \         P                  ! 4       R ,          pVP                  4       '       g7   ^ RIHp VP
                  P                  RRR7       RpVP                  WS4       \        V4      ;_uu_ 4       pVP                  4       pRRR4       V P                  XRR7      ^ ,          pVRVP                  V,          V,           pVP                  RV4      p\        P                  P                  VP                   ^ ,          4      p	V^ 8”  d   V	RV p	W‰,          #   + '       g   i     L�; i)	z .cache/mlx-lm/calibration_v5.txt)ÚrequestT)ÚparentsÚexist_okz™https://gist.githubusercontent.com/tristandruyen/9e207a95c7d75ddf37525d353e00659c/raw/571fda718462de863e5a0171078c175420c7649a/calibration_data_v5_rc.txtNÚmlx)Úreturn_tensorséÿÿÿÿ)r   ÚhomeÚexistsÚurllibr   ÚparentÚmkdirÚurlretrieveÚopenÚreadÚencodeÚsizeÚreshaper
   ÚrandomÚpermutationÚshape)
Ú	tokenizerr   r   Úsave_dirr   ÚurlÚfidÚtextsÚtokensÚsegmentss
   &&&       r   Ú	load_datar,      sò   € Ü�yŠy‹{Ð?Õ?€HØ�?‰?×ÒÝ"à�‰×Ñ d°TÐÔ:ð jˆØ×Ñ˜CÔ*Ü	ˆh�Œ˜3Ø—‘“
ˆ÷ 
à×Ñ˜e°EÐÓ:¸1Õ=€Fð ÐH�v—{‘{ oÕ5¸ÕHÐI€FØ�^‰^˜B Ó0€FÜ�y‰y×$Ñ$ V§\¡\°!¥_Ó5€HØ�Q„Ø˜L˜[Ð)ˆØÕÐ÷ 
�ús   Á<D"Ä"D2	)Úpathlibr   Úmlx.coreÚcorer
   r,   © r   r   Ú<module>r1      s   ðõ å ÷r   