+
    ÒÜ³jZ  ã                   óœ   € ^ 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 ^ RI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LlamaLikeBlock)ÚLlamaLikeModel)ÚStableLmForCausalLM)ÚStableLmDecoderLayer)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StableLmAWQForCausalLMr
   Úmax_position_embeddingsc                ó    <€ V ^8„  d   QhRS[ /# ©é   Úmodel©ÚOldStableLmForCausalLM)ÚformatÚ__classdict__s   "€ÚT/home/luca/screen-checking/.venv/lib/python3.14/site-packages/awq/models/stablelm.pyÚ__annotate__Ú#StableLmAWQForCausalLM.__annotate__   s   ø€ ÷ !ñ !Ñ1ñ !ó    c                ó<   € \        V 4      pVP                  4        R # ©N)ÚStableLmFuserÚfuse_transformer)r   Úfusers   & r   Úfuse_layersÚ"StableLmAWQForCausalLM.fuse_layers   s   € ä˜eÓ$ˆØ×ÑÖ r   c                ó    <€ V ^8„  d   QhRS[ /# r   r   )r   r   s   "€r   r   r      s   ø€ ÷ "ñ "Ñ 6ñ "r   c                ó.   € V P                   P                  # r   )r   Úlayers)r   s   &r   Úget_model_layersÚ'StableLmAWQForCausalLM.get_model_layers   s   € à�{‰{×!Ñ!Ð!r   c                ó    <€ V ^8„  d   QhRS[ /# ©r   Úmoduler   )r   r   s   "€r   r   r      s   ø€ ÷ 'ñ 'Ñ$:ñ 'r   c                ó   € \        R R7      # )F)Úis_scalable)Údict)r)   s   &r   Úget_act_for_scalingÚ*StableLmAWQForCausalLM.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0ð 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   r0   s   &&r   Ú
move_embedÚ!StableLmAWQForCausalLM.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(   )ÚOldStableLmDecoderLayer)r   r   s   "€r   r   r   %   s   ø€ ÷ 2ñ 2Ù'ñ2r   c           
     ó¤  € . pVP                  \        V P                  V P                  P                  V P                  P
                  V P                  P                  .VR ,          V P                  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                  V P                  P                  V P                  P                  .VR,          V P                  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.gate_proj)r;   r$   r<   r=   zmlp.down_proj)Úappendr,   Úinput_layernormÚ	self_attnÚq_projÚk_projÚv_projÚweightÚshapeÚo_projÚpost_attention_layernormÚmlpÚ	gate_projÚup_projÚ	down_proj)r)   Ú
input_featÚmodule_kwargsr$   s   &&& r   Úget_layers_for_scalingÚ-StableLmAWQForCausalLM.get_layers_for_scaling$   su  € ð ˆð 	�‰ÜØ×.Ñ.à×$Ñ$×+Ñ+Ø×$Ñ$×+Ñ+Ø×$Ñ$×+Ñ+ðð
 Ð1Õ2Ø%×/Ñ/Ø$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×7Ñ7ØŸ
™
×,Ñ,¨f¯j©j×.@Ñ.@ÐAØ˜Õ/Ø%Ÿz™zô	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-   r6   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 ÷2ó ö2r   r   c                   ó8   a € ] tR t^Zt 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StableLmFuser.__annotate__[   s   ø€ ÷ 
ñ 
Ñ4ñ 
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stablelm_blocks)Úselfr   Únamer)   s   &&  r   Ú__init__ÚStableLmFuser.__init__[   sj   € ØŒ
ð !%§
¡
× 8Ñ 8Ô :ôK
á :‘�Ø%×+Ñ+Ó-°×1AÑ1A×1JÑ1J×1PÑ1PÓ1RÑRô ˆT‹NÙ :òK
ˆÖùó K
s   ¤;A6Á$A6c                ó  € . p\         P                   ! V P                  P                  P                  R R7       EF˜  p\        \	        VP                  4       P                  4       4      4      P                  p\        VVP                  P                  VP                  P                  VP                  P                  4      pVP                  pVP                  pVP                  \!        V P                  P"                  P$                  V P                  P"                  P&                  V P                  P"                  P(                  VVP                  P*                  VP,                  VVVV P                  P"                  P.                  V P                  P"                  P0                  V P                  P"                  P2                  R7      4       EK›  	  \5        V P                  P"                  P6                  VV P                  P                  P8                  V P                  P                  P:                  4      V P                  n        \=        V P                  P                  RV P                  P                  P>                  4       R# )zFusing layers...)Údesc)Úhidden_sizeÚn_headsÚ
n_kv_headsÚ	qkv_layerrG   rI   Únorm_1Únorm_2ÚdevÚmax_seq_lenÚ
rope_thetaÚpartial_rotary_factorÚblocksN) Útqdmr   r$   ÚnextÚiterÚ
state_dictÚvaluesr0   r   rA   rB   rC   rD   r@   rH   r?   r   Úconfigrj   Únum_attention_headsÚnum_key_value_headsrG   rI   rq   rr   rs   r   Ú
vocab_sizer3   ÚnormÚsetattrrt   )rd   rt   r)   r0   Úqkvrn   ro   s   &      r   r   ÚStableLmFuser.fuse_transformerd   sË  € Øˆô —i’i §
¡
× 0Ñ 0× 7Ñ 7Ð>P×QÐQˆFÜœ$˜v×0Ñ0Ó2×9Ñ9Ó;Ó<Ó=×DÑDˆFÜØØ× Ñ ×'Ñ'Ø× Ñ ×'Ñ'Ø× Ñ ×'Ñ'ó	ˆCð ×+Ñ+ˆFØ×4Ñ4ˆFØ�M‰MÜØ $§
¡
× 1Ñ 1× =Ñ =Ø ŸJ™J×-Ñ-×AÑAØ#Ÿz™z×0Ñ0×DÑDØ!Ø!×+Ñ+×2Ñ2ØŸ
™
Ø!Ø!ØØ $§
¡
× 1Ñ 1× =Ñ =Ø#Ÿz™z×0Ñ0×;Ñ;Ø*.¯*©*×*;Ñ*;×*QÑ*Qô÷ñ Rô6 *Ø�J‰J×Ñ×(Ñ(ØØ�J‰J×Ñ×)Ñ)Ø�J‰J×Ñ×!Ñ!ó	
ˆ�
‰
Ôô 	�—
‘
× Ñ  (¨D¯J©J×,<Ñ,<×,CÑ,CÖDr   )r   rc   N)rR   rS   rT   rU   rf   r   rY   rZ   r[   s   @r   r   r   Z   s   ø‡ € ÷
ð 
÷%Eð %Er   r   )ru   Útypingr   r   Úbaser   Úawq.utils.fused_utilsr   Úawq.modules.fused.blockr   Úawq.modules.fused.modelr   Útransformers.models.stablelmr	   r   Ú.transformers.models.stablelm.modeling_stablelmr
   r9   Úawq.modules.fused.normr   r   r   rQ   r   r   Ú<module>rŠ      s@   ðÛ ß Ý $Ý *Ý 2Ý 2Ý Võõ <ôIÐ/ô I÷X/Eó /Er   