+
    ÒÜ³jM  ã                   ó”   € ^ RI t ^ RIHtHt ^RIHt ^ RIHt ^ RIH	t	 ^ RI
Ht ^ RIHtHt ^ RIHt  ! R	 R
]4      t ! R R4      tR# )é    N)ÚListÚTuple)ÚBaseAWQForCausalLM)Úfuse_qkv)ÚCohereBlock)ÚCohereModel)ÚCohereDecoderLayerÚCohereForCausalLM)ÚFasterTransformerRMSNormc                   ó´   a € ] tR t^t o RtRt]V 3R lR l4       t]V 3R lR l4       t]V 3R lR l4       t	]V 3R	 lR
 l4       t
]V 3R lR l4       tRtV tR# )ÚCohereAWQForCausalLMr	   Úmax_position_embeddingsc                ó    <€ V ^8„  d   QhRS[ /# ©é   Úmodel©ÚOldCohereForCausalLM)ÚformatÚ__classdict__s   "€ÚR/home/luca/screen-checking/.venv/lib/python3.14/site-packages/awq/models/cohere.pyÚ__annotate__Ú!CohereAWQForCausalLM.__annotate__   s   ø€ ÷ !ñ !Ñ/ñ !ó    c                ó<   € \        V 4      pVP                  4        R # ©N)ÚCohereFuserÚfuse_transformer)r   Úfusers   & r   Úfuse_layersÚ CohereAWQForCausalLM.fuse_layers   s   € ä˜EÓ"ˆØ×ÑÖ r   c                ó    <€ V ^8„  d   QhRS[ /# r   r   )r   r   s   "€r   r   r      s   ø€ ÷ "ñ "Ñ 4ñ "r   c                ó.   € V P                   P                  # r   )r   Úlayers)r   s   &r   Úget_model_layersÚ%CohereAWQForCausalLM.get_model_layers   s   € à�{‰{×!Ñ!Ð!r   c                ó    <€ V ^8„  d   QhRS[ /# ©r   Úmodule©ÚOldCohereDecoderLayer)r   r   s   "€r   r   r      s   ø€ ÷ 'ñ 'Ñ$9ñ 'r   c                ó   € \        R R7      # )F)Úis_scalable)Údict)r)   s   &r   Úget_act_for_scalingÚ(CohereAWQForCausalLM.get_act_for_scaling   s   € ä Ô&Ð&r   c                ó&   <€ V ^8„  d   QhRS[ RS[/# )r   r   Údevice)r   Ústr)r   r   s   "€r   r   r      s    ø€ ÷ Cñ CÑ.ð C¹ñ Cr   c                óÖ   € V P                   P                  P                  V4      V P                   n        V P                   P                  P                  V4      V P                   n        R # r   )r   Úembed_tokensÚtoÚ
rotary_emb)r   r2   s   &&r   Ú
move_embedÚCohereAWQForCausalLM.move_embed   sD   € à#(§;¡;×#;Ñ#;×#>Ñ#>¸vÓ#Fˆ�‰Ô Ø!&§¡×!7Ñ!7×!:Ñ!:¸6Ó!Bˆ�‰Ör   c                ó    <€ V ^8„  d   QhRS[ /# r(   r*   )r   r   s   "€r   r   r   $   s   ø€ ÷ *ñ *Ù%ñ*r   c           
     ó  € . pVP                  \        V P                  V P                  P                  V P                  P
                  V P                  P                  V P                  P                  V P                  P                  .VR ,          V VR7      4       V P                  P                  P                  P                  V P                  P                  P                  P                  8X  dN   VP                  \        V P                  P                  V P                  P                  .VR,          R7      4       VP                  \        V P                  P                  V P                  P                  .VR,          R7      4       V# )zself_attn.q_proj)Úprev_opr$   ÚinpÚmodule2inspectÚkwargszself_attn.o_proj)r<   r$   r=   zmlp.down_proj)Úappendr.   Úinput_layernormÚ	self_attnÚq_projÚk_projÚv_projÚmlpÚ	gate_projÚup_projÚweightÚshapeÚo_projÚ	down_proj)r)   Ú
input_featÚmodule_kwargsr$   s   &&& r   Úget_layers_for_scalingÚ+CohereAWQForCausalLM.get_layers_for_scaling#   s?  € ð ˆð 	�‰ÜØ×.Ñ.à×$Ñ$×+Ñ+Ø×$Ñ$×+Ñ+Ø×$Ñ$×+Ñ+Ø—J‘J×(Ñ(Ø—J‘J×&Ñ&ðð Ð1Õ2Ø%Ø$ôô	
ð$ ×Ñ×"Ñ"×)Ñ)×/Ñ/°6×3CÑ3C×3JÑ3J×3QÑ3Q×3WÑ3WÔWØ�M‰MÜØ"×,Ñ,×3Ñ3Ø"×,Ñ,×3Ñ3Ð4Ø"Ð#5Õ6ôôð 	�‰ÜØŸ
™
×*Ñ*ØŸ
™
×,Ñ,Ð-Ø˜Õ/ôô	
ð ˆr   © N)Ú__name__Ú
__module__Ú__qualname__Ú__firstlineno__Ú
layer_typeÚmax_seq_len_keyÚstaticmethodr    r%   r/   r8   rO   Ú__static_attributes__Ú__classdictcell__©r   s   @r   r   r      ss   ø‡ € Ø%€JØ/€Oà÷!ó ð!ð ÷"ó ð"ð ÷'ó ð'ð ÷Có ðCð ÷*ó ö*r   r   c                   ó8   a € ] tR t^Pt o V 3R lR ltR tRtV tR# )r   c                ó    <€ V ^8„  d   QhRS[ /# r   r   )r   r   s   "€r   r   ÚCohereFuser.__annotate__Q   s   ø€ ÷ 
ñ 
Ñ2ñ 
r   c                óø   € Wn         V P                   P                  4        UUu. uFA  w  r#R P                  4       VP                  P                  P                  4       9   g   K>  W#3NKC  	  uppV n        R# u uppi )r	   N)r   Únamed_modulesÚlowerÚ	__class__rR   Úcohere_blocks)Úselfr   Únamer)   s   &&  r   Ú__init__ÚCohereFuser.__init__Q   sj   € ØŒ
ð !%§
¡
× 8Ñ 8Ô :ôG
á :‘�Ø#×)Ñ)Ó+¨v×/?Ñ/?×/HÑ/H×/NÑ/NÓ/PÑPô ˆT‹NÙ :òG
ˆÖùó G
s   ¤;A6Á$A6c                óÄ  € . p\         P                   ! V P                  P                  P                  R R7       EFl  p\        \	        VP                  4       P                  4       4      4      P                  p\        VVP                  P                  VP                  P                  VP                  P                  4      pVP                  pVP                  \        V P                  P                   P"                  V P                  P                   P$                  V P                  P                   P&                  VVP                  P(                  VP*                  VVV P                  P                   P,                  V P                  P                   P.                  R7
      4       EKo  	  \1        V P                  P                   P2                  VV P                  P                  P4                  V P                  P                  P6                  4      V P                  n        \9        V P                  P                  RV P                  P                  P:                  4       R# )zFusing layers...)Údesc)
Úhidden_sizeÚn_headsÚ
n_kv_headsÚ	qkv_layerrK   rF   Únorm_1ÚdevÚmax_seq_lenÚ
rope_thetaÚblocksN)Útqdmr   r$   ÚnextÚiterÚ
state_dictÚvaluesr2   r   rB   rC   rD   rE   rA   r@   r   Úconfigrj   Únum_attention_headsÚnum_key_value_headsrK   rF   rp   rq   r   Ú
vocab_sizer5   ÚnormÚsetattrrr   )rd   rr   r)   r2   Úqkvrn   s   &     r   r   ÚCohereFuser.fuse_transformerZ   s¬  € Øˆô —i’i §
¡
× 0Ñ 0× 7Ñ 7Ð>P×QÐQˆFÜœ$˜v×0Ñ0Ó2×9Ñ9Ó;Ó<Ó=×DÑDˆFÜØØ× Ñ ×'Ñ'Ø× Ñ ×'Ñ'Ø× Ñ ×'Ñ'ó	ˆCð ×+Ñ+ˆFð
 �M‰MÜØ $§
¡
× 1Ñ 1× =Ñ =Ø ŸJ™J×-Ñ-×AÑAØ#Ÿz™z×0Ñ0×DÑDØ!Ø!×+Ñ+×2Ñ2ØŸ
™
Ø!àØ $§
¡
× 1Ñ 1× =Ñ =Ø#Ÿz™z×0Ñ0×;Ñ;ô÷ñ Rô: 'Ø�J‰J×Ñ×(Ñ(ØØ�J‰J×Ñ×)Ñ)Ø�J‰J×Ñ×!Ñ!ó	
ˆ�
‰
Ôô 	�—
‘
× Ñ  (¨D¯J©J×,<Ñ,<×,CÑ,CÖDr   )rc   r   N)rR   rS   rT   rU   rf   r   rY   rZ   r[   s   @r   r   r   P   s   ø‡ € ÷
ð 
÷'Eð 'Er   r   )rs   Útypingr   r   Úbaser   Úawq.utils.fused_utilsr   Úawq.modules.fused.blockr   Úawq.modules.fused.modelr   Ú*transformers.models.cohere.modeling_coherer	   r+   r
   r   Úawq.modules.fused.normr   r   r   rQ   r   r   Ú<module>r‡      s=   ðÛ ß Ý $Ý *Ý /Ý /÷õ <ôAÐ-ô A÷F1Eó 1Er   