commit de17c18a1a1903947201b20d6757ba0d127eb2d6 Author: ajokar Date: Sun Jul 13 18:34:40 2025 +0330 first commit diff --git a/check_tokenizers.py b/check_tokenizers.py new file mode 100644 index 0000000..573a505 --- /dev/null +++ b/check_tokenizers.py @@ -0,0 +1,28 @@ +from transformers import AutoTokenizer +import json + +file = open('models_info.json', 'r') +models = json.load(file) + +# Strips the newline character +text = 'جمهوری موافقت‌نامه معاملات قانون بودجه اساسی قضائی بین‌المللی تأسیس منطقه‌ای لازم‌الاجراء دامپروری راه‌آهن کمیسیون‌های جدیدالاحداث مسئول فرآورده زائد اسقاط پنجساله' +results = [] +for line in models: + model_checkpoint = line['model_name'] + try: + tokenizer = AutoTokenizer.from_pretrained(model_checkpoint) + print(model_checkpoint) + tokens = tokenizer.tokenize(text) + print(tokens) + results.append({ 'model': model_checkpoint, 'tokens': tokens}) + if len(tokens) == 2 : + file.write( '{'+model_checkpoint + " : [ " + ','.join(tokens) + ' ] }\n' ) + #result = tokenizer(text) + #print(result) + #print(tokenizer.decode(result['input_ids'])) + except: + error = "An exception occurred in tokenizer : " + model_checkpoint + #file.write( error + '\n' ) + print(error) + #tokenizer.save_pretrained(model_checkpoint+'-tokenizer') +file.close() diff --git a/fokenizer-fa-models-logs.txt b/fokenizer-fa-models-logs.txt new file mode 100644 index 0000000..f48c0d0 --- /dev/null +++ b/fokenizer-fa-models-logs.txt @@ -0,0 +1,83 @@ +{sentence-transformers/LaBSE : [ فسخ,معاملات ] } +{Blaxzter/LaBSE-sentence-embeddings : [ فسخ,معاملات ] } +{orgcatorg/xlm-v-base-ner : [ ▁فسخ,▁معاملات ] } +{HooshvareLab/albert-fa-zwnj-base-v2-ner : [ ▁فسخ,▁معاملات ] } +{HooshvareLab/albert-fa-zwnj-base-v2 : [ ▁فسخ,▁معاملات ] } +{HooshvareLab/bert-base-parsbert-armanner-uncased : [ فسخ,معاملات ] } +{HooshvareLab/bert-base-parsbert-ner-uncased : [ فسخ,معاملات ] } +{HooshvareLab/bert-base-parsbert-peymaner-uncased : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-clf-digimag : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-clf-persiannews : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-ner-arman : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-ner-peyma : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-sentiment-deepsentipers-binary : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-sentiment-deepsentipers-multi : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-sentiment-digikala : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased-sentiment-snappfood : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-base-uncased : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-zwnj-base-ner : [ فسخ,معاملات ] } +{HooshvareLab/bert-fa-zwnj-base : [ فسخ,معاملات ] } +{HooshvareLab/distilbert-fa-zwnj-base-ner : [ فسخ,معاملات ] } +{HooshvareLab/distilbert-fa-zwnj-base : [ فسخ,معاملات ] } +{HooshvareLab/roberta-fa-zwnj-base-ner : [ ĠÙģسخ,ĠÙħعاÙħÙĦات ] } +{amirhossein1376/pft-clf-finetuned : [ فسخ,معاملات ] } +{bolbolzaban/gpt2-persian : [ ▁فسخ,▁معاملات ] } +{erfan226/persian-t5-formality-transfer : [ ▁فسخ,▁معاملات ] } +{erfan226/persian-t5-paraphraser : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-clf-digimag : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-clf-persiannews : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-ner-arman : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-ner-peyma : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-sentiment-binary : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-sentiment-deepsentipers-binary : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-sentiment-deepsentipers-multi : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-sentiment-digikala : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-sentiment-multi : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2-sentiment-snappfood : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/albert-fa-base-v2 : [ ▁فسخ,▁معاملات ] } +{m3hrdadfi/bert-fa-base-uncased-farstail-mean-tokens : [ فسخ,معاملات ] } +{m3hrdadfi/bert-fa-base-uncased-farstail : [ فسخ,معاملات ] } +{m3hrdadfi/bert-fa-base-uncased-wikinli-mean-tokens : [ فسخ,معاملات ] } +{m3hrdadfi/bert-fa-base-uncased-wikinli : [ فسخ,معاملات ] } +{m3hrdadfi/bert-fa-base-uncased-wikitriplet-mean-tokens : [ فسخ,معاملات ] } +{m3hrdadfi/bert2bert-fa-news-headline : [ فسخ,معاملات ] } +{m3hrdadfi/bert2bert-fa-wiki-summary : [ فسخ,معاملات ] } +{persiannlp/parsbert-base-parsinlu-entailment : [ فسخ,معاملات ] } +{persiannlp/parsbert-base-parsinlu-multiple-choice : [ فسخ,معاملات ] } +{setu4993/LaBSE : [ فسخ,معاملات ] } +{demoversion/bert-fa-base-uncased-haddad-wikinli : [ فسخ,معاملات ] } +{sharif-dal/dal-bert : [ فسخ,معاملات ] } +{Kamrani/t5-large : [ ▁فسخ,▁معاملات ] } +{Helsinki-NLP/opus-mt-tc-big-fa-itc : [ ▁فسخ,▁معاملات ] } +{Helsinki-NLP/opus-mt-tc-big-fa-gmq : [ ▁فسخ,▁معاملات ] } +{Arashasg/WikiBert2WikiBert : [ فسخ,معاملات ] } +{Arnavaz/gpt2-arnavaz-beta : [ ▁فسخ,▁معاملات ] } +{facebook/xlm-v-base : [ ▁فسخ,▁معاملات ] } +{Gholamreza/distilbert-fa-zwnj-base-finetuned-pquad : [ فسخ,معاملات ] } +{SLPL/t5-fa : [ ▁فسخ,▁معاملات ] } +{Yasamansaffari73/bert-fa-base-uncased-finetuned-ParsBert : [ فسخ,معاملات ] } +{setu4993/LEALLA-small : [ فسخ,معاملات ] } +{setu4993/LEALLA-base : [ فسخ,معاملات ] } +{setu4993/LEALLA-large : [ فسخ,معاملات ] } +{zedfum/arman-longformer-8k : [ ▁فسخ,▁معاملات ] } +{michaelfeil/ct2fast-LaBSE : [ فسخ,معاملات ] } +{zedfum/arman-longformer-8k-finetuned-ensani : [ ▁فسخ,▁معاملات ] } +{parsi-ai-nlpclass/NLP_Spring23_HW4_Question_Answering_G13 : [ فسخ,معاملات ] } +{AliGhiasvand86/gisha_qa : [ ▁فسخ,▁معاملات ] } +{jrazi/persian-poem-classifier : [ ▁فسخ,▁معاملات ] } +{SeyedAli/Persian-Text-NER-Bert-V1 : [ فسخ,معاملات ] } +{SeyedAli/Persian-Text-Sentiment-Bert-V1 : [ فسخ,معاملات ] } +{SeyedAli/Persian-Text-Emotion-Bert-V1 : [ فسخ,معاملات ] } +{SeyedAli/Persian-QA-Bert-V1 : [ فسخ,معاملات ] } +{SeyedAli/Persian-Text-paraphraser-mT5-V1 : [ ▁فسخ,▁معاملات ] } +{kev216/sentence-embedding-LaBSE : [ فسخ,معاملات ] } +{sbunlp/fabert : [ فسخ,معاملات ] } +{Griffin88/my_new_model3 : [ فسخ,معاملات ] } +{Griffin88/sentence-embedding-LaBSE : [ فسخ,معاملات ] } +{PardisSzah/NER_ARMAN_parsbert : [ فسخ,معاملات ] } +{PardisSzah/PersianEase : [ ▁فسخ,▁معاملات ] } +{PardisSzah/PersianTextFormalizer : [ ▁فسخ,▁معاملات ] } +{PardisSzah/BasePersianTextFormalizer : [ ▁فسخ,▁معاملات ] } +{PardisSzah/BasePersianEase : [ ▁فسخ,▁معاملات ] } +{parsi-ai-nlpclass/PersianEase : [ ▁فسخ,▁معاملات ] } +{parsi-ai-nlpclass/PersianTextFormalizer : [ ▁فسخ,▁معاملات ] } diff --git a/get_persian_nlp_models.py b/get_persian_nlp_models.py new file mode 100644 index 0000000..2f5d9ba --- /dev/null +++ b/get_persian_nlp_models.py @@ -0,0 +1,37 @@ +from huggingface_hub import HfApi, ModelFilter +import json + +# Initialize the Hugging Face API +api = HfApi() + +# Define the languages you're interested in +languages = ['pes', 'fas', 'fa'] # Language codes for Persian, Pashto, and Turkish +nlp_tasks = ['text-classification', 'token-classification','table-question-answering','question-answering','zero-shot-classification','translation','summarization','feature-extraction','text-generation','text2text-generation','fill-mask','sentence-similarity'] +# Initialize a list to store the model information +models_info = [] + +# Iterate over each language +for lang in languages: + # Filter models by language + models = api.list_models(filter=ModelFilter(language=lang)) + + for model in models: + date = f"{str(model.lastModified.year)}-{str(model.lastModified.month)}-{str(model.lastModified.day)}" + task = model.pipeline_tag if model.pipeline_tag else 'Unknown' + if not(task in nlp_tasks or task == 'Unknown'):# + continue + model_info = { + 'model_name': model.modelId, + 'task': model.pipeline_tag if model.pipeline_tag else 'Unknown', + 'last_modified': date, + 'downloads': model.downloads, + 'likes': model.likes, + 'language': lang + } + models_info.append(model_info) + +# Save the collected data to a JSON file +with open('models_info.json', 'w', encoding='utf-8') as f: + json.dump(models_info, f, ensure_ascii=False, indent=4) + +print("Data collection complete. Saved to models_info.json") \ No newline at end of file diff --git a/huggingface-fa-models.txt b/huggingface-fa-models.txt new file mode 100644 index 0000000..6965c9b --- /dev/null +++ b/huggingface-fa-models.txt @@ -0,0 +1,703 @@ +openai/whisper-large-v3 +intfloat/multilingual-e5-large +facebook/seamless-m4t-v2-large +intfloat/multilingual-e5-large-instruct +Systran/faster-whisper-large-v3 +google-bert/bert-base-multilingual-cased +FacebookAI/xlm-roberta-base +csebuetnlp/mT5_multilingual_XLSum +sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 +MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7 +openai/whisper-large-v2 +openai/whisper-small +facebook/mms-1b-all +intfloat/multilingual-e5-small +facebook/mbart-large-50-many-to-many-mmt +sentence-transformers/paraphrase-multilingual-mpnet-base-v2 +timpal0l/mdeberta-v3-base-squad2 +SnypzZz/Llama2-13b-Language-translate +google/madlad400-3b-mt +antoinelouis/colbert-xm +google-bert/bert-base-multilingual-uncased +distilbert/distilbert-base-multilingual-cased +facebook/m2m100_418M +facebook/mbart-large-50-one-to-many-mmt +google/mt5-base +speechbrain/lang-id-voxlingua107-ecapa +openai/whisper-tiny +1-800-BAD-CODE/punct_cap_seg_47_language +jbochi/madlad400-3b-mt +facebook/seamless-streaming +ViraIntelligentDataMining/AriaBERT +papercup-ai/multilingual-pl-bert +FacebookAI/xlm-roberta-large-finetuned-conll03-english +FacebookAI/xlm-roberta-large-finetuned-conll03-german +FacebookAI/xlm-roberta-large +amberoad/bert-multilingual-passage-reranking-msmarco +facebook/m2m100_1.2B +facebook/wav2vec2-xls-r-300m +google/mt5-large +google/mt5-small +google/mt5-xl +google/mt5-xxl +m3hrdadfi/hubert-base-persian-speech-emotion-recognition +m3hrdadfi/wav2vec2-xlsr-persian-speech-emotion-recognition +sentence-transformers/LaBSE +ai-forever/mGPT +openai/whisper-medium +openai/whisper-large +bigscience/mt0-small +bigscience/mt0-xxl-mt +alirezamsh/small100 +severinsimmler/xlm-roberta-longformer-base-16384 +Blaxzter/LaBSE-sentence-embeddings +1-800-BAD-CODE/xlm-roberta_punctuation_fullstop_truecase +benjamin/wtp-canine-s-1l +benjamin/wtp-canine-s-12l +intfloat/multilingual-e5-base +Unbabel/wmt23-cometkiwi-da-xxl +Unbabel/wmt23-cometkiwi-da-xl +Unbabel/XCOMET-XL +facebook/seamless-m4t-large +fluid-ai/bert-multilingual-passage-reranking-msmarco +YanaS/llama-2-7b-langchain-chat-GGUF +mostafaamiri/persian_llama_7b +nvidia/nemotron-3-8b-base-4k +nvidia/nemotron-3-8b-qa-4k +elastic/multilingual-e5-small-optimized +Systran/faster-whisper-large-v2 +Systran/faster-whisper-base +seyoungsong/flores101_mm100_175M +google/madlad400-7b-mt +hezarai/crnn-fa-printed-96-long +audo/seamless-m4t-v2-large +universitytehran/PersianMind-v1.0 +JhonVanced/faster-whisper-large-v3 +gyroing/Persian-Piper-Model-gyro +orgcatorg/xlm-v-base-ner +FacebookAI/xlm-mlm-100-1280 +FacebookAI/xlm-roberta-large-finetuned-conll02-dutch +FacebookAI/xlm-roberta-large-finetuned-conll02-spanish +Erfan/mT5-base_Farsi_Title_Generator +HooshvareLab/albert-fa-zwnj-base-v2-ner +HooshvareLab/albert-fa-zwnj-base-v2 +HooshvareLab/bert-base-parsbert-armanner-uncased +HooshvareLab/bert-base-parsbert-ner-uncased +HooshvareLab/bert-base-parsbert-peymaner-uncased +HooshvareLab/bert-fa-base-uncased-clf-digimag +HooshvareLab/bert-fa-base-uncased-clf-persiannews +HooshvareLab/bert-fa-base-uncased-ner-arman +HooshvareLab/bert-fa-base-uncased-ner-peyma +HooshvareLab/bert-fa-base-uncased-sentiment-deepsentipers-binary +HooshvareLab/bert-fa-base-uncased-sentiment-deepsentipers-multi +HooshvareLab/bert-fa-base-uncased-sentiment-digikala +HooshvareLab/bert-fa-base-uncased-sentiment-snappfood +HooshvareLab/bert-fa-base-uncased +HooshvareLab/bert-fa-zwnj-base-ner +HooshvareLab/bert-fa-zwnj-base +HooshvareLab/distilbert-fa-zwnj-base-ner +HooshvareLab/distilbert-fa-zwnj-base +HooshvareLab/gpt2-fa-comment +HooshvareLab/gpt2-fa-poetry +HooshvareLab/gpt2-fa +HooshvareLab/roberta-fa-zwnj-base-ner +HooshvareLab/roberta-fa-zwnj-base +M-CLIP/M-BERT-Distil-40 +amirhossein1376/pft-clf-finetuned +arm-on/BERTweet-FA +bolbolzaban/gpt2-persian +csebuetnlp/mT5_m2o_english_crossSum +erfan226/persian-t5-formality-transfer +erfan226/persian-t5-paraphraser +facebook/mbart-large-50-many-to-one-mmt +facebook/mbart-large-50 +facebook/s2t-small-covost2-en-fa-st +facebook/wav2vec2-xls-r-1b-21-to-en +facebook/wav2vec2-xls-r-1b-en-to-15 +facebook/wav2vec2-xls-r-1b +facebook/wav2vec2-xls-r-2b-21-to-en +facebook/wav2vec2-xls-r-2b-22-to-16 +facebook/wav2vec2-xls-r-2b-en-to-15 +facebook/wav2vec2-xls-r-2b +facebook/wav2vec2-xls-r-300m-21-to-en +facebook/wav2vec2-xls-r-300m-en-to-15 +facebook/xlm-roberta-xl +facebook/xlm-roberta-xxl +flax-community/gpt2-medium-persian +flax-community/gpt2-persian-question-answering +flax-community/wav2vec2-base-persian +ghofrani/common6 +ghofrani/common7 +ghofrani/xls-r-1b-fa-cv8 +google/byt5-base +google/byt5-large +google/byt5-small +google/byt5-xl +google/byt5-xxl +google/canine-c +google/canine-s +google/rembert +jonatasgrosman/wav2vec2-large-xlsr-53-persian +jplu/tf-xlm-r-ner-40-lang +m3hrdadfi/albert-fa-base-v2-clf-digimag +m3hrdadfi/albert-fa-base-v2-clf-persiannews +m3hrdadfi/albert-fa-base-v2-ner-arman +m3hrdadfi/albert-fa-base-v2-ner-peyma +m3hrdadfi/albert-fa-base-v2-sentiment-binary +m3hrdadfi/albert-fa-base-v2-sentiment-deepsentipers-binary +m3hrdadfi/albert-fa-base-v2-sentiment-deepsentipers-multi +m3hrdadfi/albert-fa-base-v2-sentiment-digikala +m3hrdadfi/albert-fa-base-v2-sentiment-multi +m3hrdadfi/albert-fa-base-v2-sentiment-snappfood +m3hrdadfi/albert-fa-base-v2 +m3hrdadfi/bert-fa-base-uncased-farstail-mean-tokens +m3hrdadfi/bert-fa-base-uncased-farstail +m3hrdadfi/bert-fa-base-uncased-wikinli-mean-tokens +m3hrdadfi/bert-fa-base-uncased-wikinli +m3hrdadfi/bert-fa-base-uncased-wikitriplet-mean-tokens +m3hrdadfi/bert2bert-fa-news-headline +m3hrdadfi/bert2bert-fa-wiki-summary +m3hrdadfi/gpt2-persian-qa +m3hrdadfi/hubert-base-persian-speech-gender-recognition +HooshvareLab/pn-summary-b2b-shared +HooshvareLab/pn-summary-mt5-base +HooshvareLab/pn-summary-mt5-small +m3hrdadfi/wav2vec2-large-xlsr-persian-shemo +m3hrdadfi/wav2vec2-large-xlsr-persian-v2 +m3hrdadfi/wav2vec2-large-xlsr-persian-v3 +m3hrdadfi/wav2vec2-large-xlsr-persian +m3hrdadfi/xlmr-large-qa-fa +manifoldix/xlsr-fa-lm +persiannlp/mbert-base-parsinlu-entailment +persiannlp/mbert-base-parsinlu-multiple-choice +persiannlp/mt5-base-parsinlu-arc-comqa-obqa-multiple-choice +persiannlp/mt5-base-parsinlu-multiple-choice +persiannlp/mt5-base-parsinlu-opus-translation_fa_en +persiannlp/mt5-base-parsinlu-qqp-query-paraphrasing +persiannlp/mt5-base-parsinlu-sentiment-analysis +persiannlp/mt5-base-parsinlu-snli-entailment +persiannlp/mt5-base-parsinlu-squad-reading-comprehension +persiannlp/mt5-base-parsinlu-translation_en_fa +persiannlp/mt5-large-parsinlu-arc-comqa-obqa-multiple-choice +persiannlp/mt5-large-parsinlu-multiple-choice +persiannlp/mt5-large-parsinlu-opus-translation_fa_en 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