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:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

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**Question** Hello! I used the script "embeddings_extraction.py", and I input the sentence as below: `basic_texts = [ {"text": "apple is delicious fruit"} ] ` `model = Inferencer.load(lang_model, task_type="embeddings", gpu=use_gpu, batch_size=batch_size,...

question

**Question** Is it possible to combine several models into one with several prediction heads? **Additional context** I have independly trained several adaptative models, all of them using the same language...

question
stale

**Question** Need a guidance on Multi label Classification **Additional context** We are working on Multi label text classification problem to classify to classes such as current states(Negative low, Negative high,...

question

Bumps [transformers](https://github.com/huggingface/transformers) from 4.7.0 to 4.36.0. Release notes Sourced from transformers's releases. v4.36: Mixtral, Llava/BakLlava, SeamlessM4T v2, AMD ROCm, F.sdpa wide-spread support New model additions Mixtral Mixtral is the new...

dependencies

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 0.16.1 to 3.0.1. Release notes Sourced from werkzeug's releases. 3.0.1 This is a security release for the 3.0.x feature branch. Changes: https://werkzeug.palletsprojects.com/en/3.0.x/changes/#version-3-0-1 3.0.0 This is a feature...

stale
dependencies

Not sure why I did not see this before but when I try to do something like `pip install -e .` from a freshly cloned version, I get these error...

bug

**Describe the bug** Error when trying to install farm **Error message** ``` Collecting sklearn Using cached sklearn-0.0.post7.tar.gz (3.6 kB) Preparing metadata (setup.py) ... error error: subprocess-exited-with-error × python setup.py egg_info...

bug

Hello! I found an AI-Specific Code smell in your project. The smell is called: Columns and DataType Not Explicitly Set You can find more information about it in this paper:...

**Describe the bug** A clear and concise description of what the bug is. I'm trying to use haystack's API to build a RAG pipeline. I'm using FAISSDocumentStore and EmbeddingRetriever. Works...

bug