關於 huggingface multilingual ，我們在網路上蒐集到這些相關的討論、資訊與評價

#11. henryk/bert-base-multilingual-cased-finetuned-dutch-squad2

Multilingual + Dutch SQuAD2.0. This model is the multilingual model provided by the Google research team with a fine-tuned dutch Q&A downstream task.

#12. Davlan/bert-base-multilingual-cased-ner-hrl - Hugging Face

bert-base-multilingual-cased-ner-hrl is a Named Entity Recognition model for 10 high resourced languages (Arabic, German, English, Spanish, French, Italian, ...

#13. sentence-transformers/stsb-xlm-r-multilingual - Hugging Face

Usage (HuggingFace Transformers). Without sentence-transformers, you can use the model like this: First, you pass your input through the transformer model, then ...

#14. sentence-transformers/distiluse-base-multilingual-cased-v2

sentence-transformers/distiluse-base-multilingual-cased-v2. This is a sentence-transformers model: It maps sentences & paragraphs to a 512 dimensional dense ...

#15. airesearch/bert-base-multilingual-cased-finetuned - Hugging ...

We download the pretrained PyTorch model via HuggingFace's Model Hub (https://huggingface.co/bert-base-multilignual-cased) ...

#16. voidful/wav2vec2-xlsr-multilingual-56 - Hugging Face

wav2vec2-xlsr-multilingual-56. 56 language, 1 model Multilingual ASR. Fine-tuned facebook/wav2vec2-large-xlsr-53 on 56 language using the Common Voice.

#17. Recognai/distilbert-base-es-multilingual-cased - Hugging Face

DistilBERT base multilingual model Spanish subset (cased). This model is the Spanish extract of distilbert-base-multilingual-cased ...

#18. wietsedv/bert-base-multilingual-cased-finetuned-udlassy-ner

We're on a journey to advance and democratize artificial intelligence through open source and open science.

#19. sadakmed/distiluse-base-multilingual-cased-v2 - Hugging Face

While v1 model supports 15 languages, this version supports 50+ languages. However, performance on the 15 languages mentioned in v1 are reported to be a bit ...

#20. kiri-ai/distiluse-base-multilingual-cased-et - Hugging Face

This model is based off Sentence-Transformer's distiluse-base-multilingual-cased multilingual model that has been extended to understand sentence embeddings ...

#21. seongju/klue-tc-bert-base-multilingual-cased - Hugging Face

Model information. language : Korean; fine tuning data : klue-tc (a.k.a. YNAT); License : CC-BY-SA 4.0; Base model : bert-base-multilingual-cased ...

#22. henryk/bert-base-multilingual-cased-finetuned-polish-squad1

Multilingual + Polish SQuAD1.1. This model is the multilingual model provided by the Google research team with a fine-tuned polish Q&A downstream task.

#23. mrm8488/bert-multi-uncased-finetuned-xquadv1 - Hugging Face

Details of the downstream task (multilingual Q&A) - Dataset. Deepmind XQuAD. Languages covered: Arabic: ar; German: de; Greek: el; English: en; Spanish: es ...

#24. rohanrajpal/bert-base-multilingual-codemixed-cased-sentiment

I took a bert-base-multilingual-cased model from Huggingface and finetuned it on SAIL 2017 dataset. Performance of this model on the SAIL 2017 dataset ...

#25. Multi-lingual models - Google Colaboratory (Colab)

pip install git+https://github.com/huggingface/transformers.git ... bert-base-multilingual-uncased (Masked language modeling + Next sentence prediction, ...

#26. Distributed training on multilingual BERT with Hugging Face ...

Learn how to run large-scale distributed training using multilingual BERT on over 1 million data points with Hugging Face Transformers ...

#27. huggingface/transformers - GitHub

GitHub - huggingface/transformers: Transformers: State-of-the-art Machine ... Multilingual BERT into DistilmBERT and a German version of DistilBERT.

#28. morocco - Russian SuperGLUE

... rubert-conversational , bert-multilingual , rugpt3-small , rugpt3-medium ... HuggingFace: https://huggingface.co/bert-base-multilingual-cased ...

#29. mT5: A massively multilingual pre-trained text-to-text transformer

In this paper, we introduce mT5, a multilingual variant of T5 that was ... google-research/multilingual-t5 official. 808. huggingface/transformers.

#30. How to cut pretrained multilingual model ... - Stack Overflow

I am trying to finetune multilingual T5 model with Japanese dataset. ... How can I perform similar thing on Huggingface models? multilingual ...

#31. Multilingual Serverless XLM RoBERTa with HuggingFace ...

Multilingual Serverless XLM RoBERTa with HuggingFace, AWS Lambda. Learn how to build a Multilingual Serverless BERT Question Answering API with ...

#32. How to Fine-Tune BERT for NER Using HuggingFace

It includes multiple languages, where words are annotated with labels like location (LOC), organization (ORG), and person (PER). Here's a link ...

#33. Pretrained Models — Sentence-Transformers documentation

All models are hosted on the HuggingFace Model Hub. ... paraphrase-multilingual-mpnet-base-v2, 65.83, 41.68 ... paraphrase-multilingual-MiniLM-L12-v2, 64.25 ...

#34. Hugging Face on Twitter: " /Transformers v4.4 gets *5* new ...

/Transformers v4.4 gets *5* new models! - Multilingual w/ M2M100, mBART-50 - Speech w/ Wav2Vec2-XLSR - 8⃣Quantization w/ I-BERT - SOTA NLU w/ ...

#35. Multilingual Language Translation using Facebook's mBART ...

#36. A Multilingual Dataset for Causal Commonsense Reasoning

typologically diverse multilingual dataset, aligned across target languages to make performance ... Our code is built on top of the HuggingFace Trans-.

#37. TextAttack Extended Functions (Multilingual)

TextAttack Extended Functions (Multilingual) . Textattack Supports Multiple Model Types besides huggingface models and our textattack models: .

#38. chaii - Hindi and Tamil Question Answering | Kaggle

I just created a Kaggle Dataset titled "Huggingface Question Answering ... I've included many multilingual models pretrained on SQuAD, tydiqa, among others.

#39. bert-base-multilingual-uncased Model - NLP Hub - Metatext

Huggingface bert-base-multilingual-uncased ... The model bert base multilingual-uncased is a Natural Language Processing (NLP) Model implemented in Transformer ...

#40. Multilingual t5 huggingface

multilingual t5 huggingface Version v4. mT5 (Xue et al. We present the winning entry to the Multilingual Lexical Normalization (MultiLexNorm) shared task at ...

#41. Load What You Need: Smaller Versions of Multilingual BERT

plied to other multilingual transformers and other. NLP tasks. We compared our models with the original. mBERT and the hugging face multilingual Dis-.

#42. Non-English BERT with Multilingual Models - Chris McCormick

... and compares several approaches: Monolingual Models; Augmenting with Machine Translated Text; Multilingual Models ... PyTorch + huggingface/transformers ...

#43. Multilingual t5 huggingface. 0/PyTorch frameworks at will. We ...

実体としては Multilingual BERT + HuggingFace の Transformer を採用しています。 ... HuggingFace transformers はよく使われている自然言語処理 (NLP)のフレーム ...

#44. Multilingual CLIP with Huggingface + PyTorch Lightning

Multilingual CLIP with Huggingface + PyTorch Lightning ⚡. Training OpenAI's CLIP on google colab. Mar 7, 2021 • Sachin Abeywardana • 11 min read.

#45. PyTorch-Transformers

PyTorch-Transformers. By HuggingFace Team. PyTorch implementations of popular NLP Transformers. View on Github · Open on Google Colab ...

#46. BERT Sequence Classification Multilingual Sentiment - Spark ...

DescriptionThis a bert-base-multilingual-uncased model finetuned ... https://huggingface.co/nlptown/bert-base-multilingual-uncased-sentiment ...

#47. NPFL120 – Multilingual Natural Language Processing - ÚFAL

We will target both dealing with multilingual variety in monolingual methods applied to multiple languages, as well as truly multilingual and crosslingual ...

#48. Hugging Face Pre-trained Models: Find the Best One for Your ...

mBART is a multilingual encoder-decoder (sequence-to-sequence) model primarily intended for translation tasks. As the model is multilingual it ...

#49. Multilingual Classification of Economic Activities - UNECE ...

– more than any other monolingual model. Danish Business Authority. 13. 1. https://huggingface.co/transformers/model_doc/xlmroberta.html.

#50. multilingual t5 huggingface. We used ... - Autorede 24H

multilingual t5 huggingface. We used Huggingface Transformers Library6 to T5 (Raffel et al. Transformers Library by Huggingface The Transformers library ...

#51. Automatic Model Loading using Hugging Face - Medium

This article shows how we can use Hugging Face's Auto commands to reduce the ... -base-multilingual-uncased','bert-base-multilingual-cased','roberta-base' ...

#52. LASER natural language processing toolkit - Facebook ...

We are now open-sourcing our work, making LASER the first successful exploration of massively multilingual sentence representations to be ...

#53. Supercharge your Chatbot with Huggingface Models - CSML ...

do res = HTTP("https://api-inference.huggingface.co/models/nlptown/bert-base-multilingual-uncased-sentiment") .set({"Authorization": "Bearer ...

#54. Multilingual CLIP with Huggingface + PyTorch Lightning - Revue

Multilingual CLIP with Huggingface + PyTorch Lightning ⚡ | Sachin's Blog · sachinruk.github.io. Training OpenAI's CLIP on google colab.

#55. OSCAR

OSCAR or Open Super-large Crawled Aggregated coRpus is a huge multilingual corpus obtained by language classification and filtering of the Common Crawl ...

#56. Multilingual t5 huggingface

multilingual t5 huggingface Link to my notebook : https://github. num_train_epochs = 3 model = Seq2SeqModel ( encoder_type, "roberta-base", ...

#57. Tokenizer of paraphrase-multilingual-MiniLM-L12-v2

But I am a bit confused because when I look at the base model: https://huggingface.co/microsoft/Multilingual-MiniLM-L12-H384. it clearly states:.

#58. Language Translation Using Hugging Face And Python In 3 ...

M2M100 is a multilingual encoder-decoder (seq-to-seq) model trained for Many-to-Many multilingual translation. The model can directly translate ...

#59. Extending BERT-like Language Models for Multiple ... - Peltarion

Extending BERT-like Language Models for Multiple Languages and Longer ... The model is made available to use from Huggingface Transformers ...

#60. Does Transliteration Help Multilingual Language Modeling?

... it is important for Multilingual Language Models (MLLM) to extract the most ... Hugging Face Hub (huggingface.co/ibraheemmoosa/xlmindic-base-multiscript ...

#61. [P] Multilingual CLIP with Huggingface + PyTorch Lightning

[P] Multilingual CLIP with Huggingface + PyTorch Lightning ⚡. r/MachineLearning - [P] Multilingual CLIP with Huggingface + PyTorch ...

#62. Multilingual Serverless XLM RoBERTa with ... - Morioh

Multilingual Serverless XLM RoBERTa with HuggingFace, AWS Lambda. We are going to use the new AWS Lambda Container Support to build a Question-Answering API ...

#63. tf2 HuggingFace Transformer2.0 bert情感分析 - 简书

之前在网络上搜索基于tf2 的HuggingFace Transformer2.0 资料比较少， ... .huggingface.co/bert/bert-base-multilingual-uncased-config.json",

#64. How to cut pretrained multilingual model ... - ServeAnswer

huggingface -transformers question: How to cut pretrained ... I am trying to finetune multilingual T5 model with Japanese dataset.

#65. Kaggle: Jigsaw Multilingual Toxic Comment Classification Top ...

Kaggle: Jigsaw Multilingual Toxic Comment Classification Top Solutions Gold Medal ... Transformer models from HuggingFace for the test-set languages(e.g., ...

#66. LUKE is now in Hugging Face Transformers | Studio Ousia

We will also continue improving our NLP technology, including the multilingual support of LUKE. We hope that our contribution will help ...

#67. Multilingual CLIP with Huggingface PyTorch Lightning

An overview of training OpenAI's CLIP on Google Colab.Originally from KDnuggets https://ift.tt/3rpG0aH source ...

#68. (PDF) Probing Multilingual Language Models for Discourse

PDF | Pre-trained multilingual language models have become an important building block in ... using Huggingface's Transformers library (Wolf.

#69. Huggingface简介及BERT代码浅析 - CSDN博客

Hugging face 是一家总部位于纽约的聊天机器人初创服务商， ... .com/models.huggingface.co/bert/bert-base-multilingual-uncased-vocab.txt", ...

#70. Hugging Face Transformers 模型下载地址（以Pytorch Bert为 ...

'bert-base-multilingual-uncased': "https://s3.amazonaws.com/models.huggingface.co/bert/bert-base-multilingual-uncased-pytorch_model.bin",

#71. Trainer, TFTrainer, Multilingual BART, Encoder-decoder ...

huggingface /transformers: Trainer, TFTrainer, Multilingual BART, Encoder-decoder improvements, Generation Pipeline · Both the TensorFlow and ...

#72. How to Apply BERT to Arabic and Other Languages - Chris ...

Multilingual models take a rather bizarre approach to addressing multiple ... Using the huggingface/transformers library, applying XLM-R is ...

#73. HelsinkiNLP in huggingface | Language Technology

ted in the popular huggingface transformer library. ... some more information about the use of bilingual models and multilingual models.

#74. Hugging Face Raises USD 40m for Natural Language ... - Slator

Machine learning startup Hugging Face wins USD 40m in series B funding ... Slator Transcreation and Multilingual Content Origination Report.

#75. 配置、使用transformers包- 天花板掉啦a - 博客园

... "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-pytorch_model.bin", 'bert-base-multilingual-uncased': ...

#76. Tutorial: Fine-tuning BERT for Sentiment Analysis - by Skim AI

"How to" fine-tune BERT for sentiment analysis using HuggingFace's transformers library. Part of a series on using BERT for NLP use cases.

#77. A deep learning-based translation library built on Huggingface ...

dl-translate is built on top of Huggingface's implementation of multilingual BART finetuned on many-to-many translation of over 50 languages ...

#78. sentence-transformers - PyPI

Sentence Transformers: Multilingual Sentence, Paragraph, and Image Embeddings using BERT & Co. This framework provides an easy method to compute dense ...

#79. Pre-trained Transformers with Hugging Face - The Data Frog

You just need to search the hub for a french classification model. Several models are available, and I decided to select nlptown/bert-base-multilingual-uncased- ...

#80. transformer预训练模型- 云+社区 - 腾讯云

有关包含社区上传模型的列表，请参阅https://huggingface.co/models ... ：https://github.com/google-research/bert/blob/master/multilingual.md)。

#81. Multilingual CLIP with Huggingface + PyTorch Lightning

An overview of training OpenAI's CLIP on Google Colab. - This page lets you view the selected news created by anyone.

#82. Using BERT with RASA

... include pre-trained language models from Hugging Face in pipline. ... /models.huggingface.co/bert/bert-base-multilingual-cased-vocab.txt ...

#83. pytorch的bert预训练模型名字和路径 - 知乎专栏

... 'bert-large-cased': "https://s3.amazonaws.com/models.huggingface.co/bert/bert-large-cased-vocab.txt", 'bert-base-multilingual-uncased': ...

#84. Easy language translation using mBART-50 and Hugging Face

It is easy to translate the text from one language to another language. mBart is a multilingual encoder-decoder (sequence-to-sequence) model ...

#85. Making a Very Large Pre-Training Dataset - Stanford NLP Group

Hugging Face, Researcher, 2020-now ... Recent work @huggingface ... Driving thread: train a very large multilingual LM together.

#86. Multilingual T5 is not adding new tokens - Giters

huggingface / transformers. Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

#87. How to classify text in 100 languages with a single NLP model

This new model looked very interesting so I decided to try it out for multilingual text classification. Hugging Face's “Transformers” Python ...

#88. Top 6 Alternatives To Hugging Face - Analytics India Magazine

With Hugging Face raising $40 million funding, ... One of its key features includes multilingual support, making it easy for organisations ...

#89. Suzana Ilić - Technical Program Manager - Hugging Face

BigScience is a one-year long research workshop on large multilingual datasets and large language models bringing together more than 900 researchers from 60 ...

#90. Newsletter Issue #4 - Hugging Face

Following the port of the BART encoder-decoder model in TensorFlow, four others follow: mBART - Multilingual BART; MarianMT - Language pair ...

#91. Chapter 4. Multilingual Named Entity Recognition - O'Reilly ...

One approach is to search the Hugging Face Hub for a suitable pretrained language model and fine-tune it on the task at hand.

#92. huggingface/transformers-pytorch-gpu - Docker Image

Hugging Face Transformers repository with CPU & GPU PyTorch backend. Container ... Multilingual BERT into DistilmBERT and a German version of DistilBERT.

#93. How Hugging Face achieved a 2x performance boost for ...

Hugging Face is an AI startup with the goal of contributing to Natural Language Processing (NLP) by developing tools to improve collaboration ...

#94. Zero-shot multitask learning (Practical AI #158) - Changelog

Then on to BigScience from Hugging Face, a year-long research workshop on large multilingual models and datasets.

#95. How NeuralSpace is driving low-resource language processing

... multilingual learning and data augmentation to work with only a ... Another player in the same space is Hugging Face, a company that ...

#96. ACE 2005 Multilingual Training Corpus - LDC Catalog

Introduction ACE 2005 Multilingual Training Corpus was developed by the Linguistic Data Consortium (LDC) and contains approximately 1800 files of mixed...

#97. Machine Learning and Knowledge Discovery in Databases. ...

... and Models (Models: https://huggingface.co/Hatespeech-CNERG) are available ... Artetxe, M., Schwenk, H.: Massively multilingual sentence embeddings for ...

#98. Human Language Technologies – The Baltic Perspective: ...

To evaluate the performance of the multilingual BERT models on downstream tasks, ... scripts publicly available in the Hugging Face transformers repository.

#99. Techtiefen – Technologien erklärt, von Nerds für Nerds

Experte dieser Folge ist Nils Reimers, NLP Forscher bei Huggingface und Autor ... Monolingual Sentence Embeddings Multilingual using Knowledge Distillation.