%1g5 ddlZddlZddlmZddlmZdeedefdZdedeefdZ d Z dd Z dd e fd Z dS)N)List)coloredsequencereturncn|D]$}d|cxkrdksntd|d%t|S)Nrzitem: z is not in the range [0, 255]) ValueErrorbytes)ritems R/mnt/d/dev/semgus/TinyLlama_v1.1_GAD/../transformers-GAD/transformers_gad/utils.py ints2bytesr s]KKDCIdIIIJJ J ?? byte_sequencec t|S)N)list)rs r bytes2intsrs   rc"||ks||krdSdS)aY Check if two intervals [low1, high1] and [low2, high2] intersect. :param high1: High bound of the first interval. :param low1: Low bound of the first interval. :param high2: High bound of the second interval. :param low2: Low bound of the second interval. :return: True if the intervals intersect, False otherwise. FT)low1high1low2high2s r intervals_intersectrs! e||te||u 4rc||td|||d}|j}|j}dt ||D}g}|D]O}||vr'|t |ddg-|t|Pd|D}td d |zd zdS) Nz+Either token_ids or text should be providedF)add_special_tokensci|]\}}|| Srr).0idtokens r z$pprint_token_ids..-s+b%Erredbold)attrsc,g|]}t|Sr)str)rr s r z$pprint_token_ids..8sEEE4SYYEEEr[z, ]) r encodeall_special_idsall_special_tokenszipappendrr%printjoin) tokenizer token_idstextspecial_token_idsspecial_tokensspecial_id2tokencolored_token_idstoken_idcolored_token_ids_strs r pprint_token_idsr9&sT\FGGG$$Te$DD !11N#&'8.#I#I44 ' ' '  $ $WXuVH%M%M%M N N N N  $ $S]] 3 3 3 3EE3DEEE # /00 03 677777rgpt2modelcddlm}t|tkr* ||d}n#t $rYdSwxYw|}|jstd|dtj |j }|dd }|d krD|d <|d d d ks(d |d vr |d d dd d krd}|S)z reference https://github.com/huggingface/transformers/blob/main/src/transformers/tokenization_utils_fast.py#L729 :param model: :return: BPE, Unigram, WordPiece, WordLevel SentencePiece is used in conjunction with Unigram r) AutoTokenizerT)use_fastNzThe tokenizer z is not fast tokenizerr;typeBPE pre_tokenizer ByteLevel pretokenizers ByteLevelBPE) transformersr=r?r%from_pretrainedOSErroris_fastr jsonloads _tokenizerto_str)r;r=r0tokenizer_json model_types r get_tokenizer_model_typerP<s0+*****  E{{c %55ed5KKII   44   IG%GGGHHHZ 4 ; ; = =>>N(0Je ? + 7 ? +F 3{ B B>/#BBB"?3ODQGO $ s8 AA)NN)r:)rJwarningstypingr termcolorrintr r rrr9r%rPrrr rUs cueS $8888,&&C&&&&&&r