David Dale

## Why ? I add a few extra methods to CompareAudiosModule for the tutorial purpose. ## How ? Document the technical decisions you made. If some parts are WIP, please...

xlm-Roberta (base, large, xl, xxl)

В DeepPavlov еще делали вот такую модельку https://huggingface.co/DeepPavlov/distilrubert-tiny-cased-conversational-v1 она на наших бенчмарках была лучше, чем https://huggingface.co/DeepPavlov/distilrubert-tiny-cased-conversational, которую ты сравнивал и очень близка к rubert-tiny-2. Бенчмарки есть в таблице 1 (строка...

Passing language codes to model when encoding

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I am planning to evaluate a few multilingual encoders with MTEB. Some of them ([SONAR](https://github.com/facebookresearch/SONAR), for example) require explicitly specifying the input language when encoding a text. For monolingual tasks,...

Is it possible to use regular streamlit within streamlit-elements?

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Please guide me to a more correct place to ask this question, if here is not the right one. I have a page designed with streamlit-elements, and I want to...

**Describe the bug:** The converter seems to stick to the first sample rate that has been fed into it, and refuse to convert audios with any other speech rates. **Describe...

Feature request: select tasks by language

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Currently, the package doesn't allow choosing the language. I think many people who are developing models for specific languages (or language sets) would like to be able to access task...

Allow multilabel classification mode for widgets in the models repo

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# 🚀 Feature request 1. Enable multilabel classification mode and regression mode for the widgets in the model repo. 2. Create the corresponding tags that can be read from the...

`No module named 'keras.src.engine'` when importing urduhack

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## How to reproduce the behaviour When I run ```Python import urduhack ``` I get the error `ModuleNotFoundError: No module named 'keras.src.engine'`, which is in turn triggered by the line...

Natively support SONAR text models as M2M100 encoder and decoder models

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# What does this PR do? This PR adds native support for SONAR text encoders are decoders (https://github.com/facebookresearch/SONAR). SONAR for text is architecturally an NLLB model, but with the encoder...