§
    ‚Štj8  ã                   óœ   — d Z ddlmZ ddlmZ ddlmZ ddlmZ ddl	m
Z
  ed¬	¦  «        e G d
„ de¦  «        ¦   «         ¦   «         ZdgZdS )zLLaMA model configurationé    )Ústricté   )ÚPreTrainedConfig)ÚRopeParameters)Úauto_docstring)Úintervalzmeta-llama/Llama-2-7b-hf)Ú
checkpointc                   ó  ‡ — e Zd ZU dZdZdgZddddddddœZdgdgfd	d
gd	gfd	gd	gfdœZdZe	e
d<   dZe	e
d<   dZe	e
d<   dZe	e
d<   dZe	e
d<   dZe	dz  e
d<   dZee
d<   dZe	e
d<     edd¬¦  «        d¬¦  «        Zee
d <   d!Zee
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d$<   dZe	dz  e
d%<   d&Ze	dz  e
d'<   d(Ze	ee	         z  dz  e
d)<   d&Ze	dz  e
d*<   d+Zee
d,<   dZe e!z  dz  e
d-<   d+Z"ee
d.<   dZ#e	ez  dz  e
d/<   d+Z$ee
d0<   dZ%e	dz  e
d1<   ˆ fd2„Z&d3„ Z'ˆ xZ(S )4ÚLlamaConfigat  
    ```python
    >>> from transformers import LlamaModel, LlamaConfig

    >>> # Initializing a LLaMA llama-7b style configuration
    >>> configuration = LlamaConfig()

    >>> # Initializing a model from the llama-7b style configuration
    >>> model = LlamaModel(configuration)

    >>> # Accessing the model configuration
    >>> configuration = model.config
    ```ÚllamaÚpast_key_valuesÚcolwiseÚrowwise)zlayers.*.self_attn.q_projzlayers.*.self_attn.k_projzlayers.*.self_attn.v_projzlayers.*.self_attn.o_projzlayers.*.mlp.gate_projzlayers.*.mlp.up_projzlayers.*.mlp.down_projÚ	input_idsÚinputs_embedsÚhidden_statesÚattention_mask)Úembed_tokensÚlayersÚnormi }  Ú
vocab_sizei   Úhidden_sizei +  Úintermediate_sizeé    Únum_hidden_layersÚnum_attention_headsNÚnum_key_value_headsÚsiluÚ
hidden_acti   Úmax_position_embeddingsg        g      ð?)ÚminÚmaxg{®Gáz”?)ÚdefaultÚinitializer_rangeg�íµ ÷Æ°>Úrms_norm_epsTÚ	use_cacheÚpad_token_idé   Úbos_token_idé   Úeos_token_idÚpretraining_tpFÚtie_word_embeddingsÚrope_parametersÚattention_biasÚattention_dropoutÚmlp_biasÚhead_dimc                 ó–   •— | j         €| j        | j        z  | _         | j        €| j        | _         t	          ¦   «         j        di |¤Ž d S )N© )r2   r   r   r   ÚsuperÚ__post_init__)ÚselfÚkwargsÚ	__class__s     €úk/var/www/html/CA-Chatbot/venv/lib/python3.11/site-packages/transformers/models/llama/configuration_llama.pyr6   zLlamaConfig.__post_init__V   sT   ø€ ØŒ=Ð Ø Ô,°Ô0HÑHˆDŒMØÔ#Ð+Ø'+Ô'?ˆDÔ$à�‰ŒÔÐ'Ð' Ð'Ð'Ð'Ð'Ð'ó    c                 ól   — | j         | j        z  dk    r t          d| j         › d| j        › d�¦  «        ‚dS )zOPart of `@strict`-powered validation. Validates the architecture of the config.r   zThe hidden size (z6) is not a multiple of the number of attention heads (z).N)r   r   Ú
ValueError)r7   s    r:   Úvalidate_architecturez!LlamaConfig.validate_architecture^   s[   € àÔ˜dÔ6Ñ6¸!Ò;Ð;Ýð7 DÔ$4ð 7ð 7ØÔ2ð7ð 7ð 7ñô ð ð <Ð;r;   ))Ú__name__Ú
__module__Ú__qualname__Ú__doc__Ú
model_typeÚkeys_to_ignore_at_inferenceÚbase_model_tp_planÚbase_model_pp_planr   ÚintÚ__annotations__r   r   r   r   r   r   Ústrr    r   r$   Úfloatr%   r&   Úboolr'   r)   r+   Úlistr,   r-   r.   r   Údictr/   r0   r1   r2   r6   r>   Ú__classcell__)r9   s   @r:   r   r      sl  ø€ € € € € € ðð ð €JØ#4Ð"5Ðð &/Ø%.Ø%.Ø%.Ø"+Ø )Ø"+ðð Ðð &˜¨Ð(9Ð:Ø#Ð%5Ð6¸Ð8IÐJØ!Ð" _Ð$5Ð6ðð Ðð €J�ÐÐÑØ€K�ÐÐÑØ"Ð�sÐ"Ð"Ñ"ØÐ�sÐÐÑØ!Ð˜Ð!Ð!Ñ!Ø&*Ð˜˜t™Ð*Ð*Ñ*Ø€J�ÐÐÑØ#'Ð˜SÐ'Ð'Ñ'Ø9˜x˜x¨C°SÐ9Ñ9Ô9À$ÐGÑGÔGÐ�uÐGÐGÑGØ€L�%ÐÐÑØ€IˆtÐÐÑØ#€L�#˜‘*Ð#Ð#Ñ#Ø €L�#˜‘*Ð Ð Ñ Ø+,€L�#˜˜Sœ	‘/ DÑ(Ð,Ð,Ñ,Ø!"€N�C˜$‘JÐ"Ð"Ñ"Ø %Ð˜Ð%Ð%Ñ%Ø48€O�^ dÑ*¨TÑ1Ð8Ð8Ñ8Ø €N�DÐ Ð Ñ Ø,/Ð�s˜U‘{ TÑ)Ð/Ð/Ñ/Ø€HˆdÐÐÑØ€Hˆc�D‰jÐÐÑð(ð (ð (ð (ð (ðð ð ð ð ð ð r;   r   N)rB   Úhuggingface_hub.dataclassesr   Úconfiguration_utilsr   Úmodeling_rope_utilsr   Úutilsr   Úutils.type_validatorsr   r   Ú__all__r4   r;   r:   ú<module>rU      sÍ   ðð&  Ð à .Ð .Ð .Ð .Ð .Ð .à 3Ð 3Ð 3Ð 3Ð 3Ð 3Ø 1Ð 1Ð 1Ð 1Ð 1Ð 1Ø #Ð #Ð #Ð #Ð #Ð #Ø -Ð -Ð -Ð -Ð -Ð -ð €Ð5Ð6Ñ6Ô6ØðEð Eð Eð Eð EÐ"ñ Eô Eñ „ñ 7Ô6ðEðP ˆ/€€€r;   