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Malte Pietsch tholor

Co-Founder of deepset & NLP engineer

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deepset
Berlin, Germany
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https://deepset.ai

Highlights

Arctic Code Vault Contributor

Pinned

deepset-ai/FARM

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry.

Python 876 117
deepset-ai/COVID-QA

API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.

Jupyter Notebook 247 69
deepset-ai/haystack

🔍 Transformers at scale for question answering & search

Python 631 100

631 contributions in the last year

Activity overview

Contributed to deepset-ai/FARM, deepset-ai/haystack, deepset-ai/COVID-QA and 5 other repositories

Contribution activity

August 2020

tholor has no activity yet for this period.

July 2020

Created a pull request in deepset-ai/haystack that received 1 comment

Upgrade to new FARM / Transformers / PyTorch versions

Upgrading to latest FARM (0.4.6) which comes with PyTorch 1.5.1 and Transformers 3.0.2 This means: Making FARMReader more powerful & stable (e.g. …

+2,083 −61 • 1 comment

Upgrade transformers version Jul 8
Upgrade pytorch and python versions Jul 8

WIP: Add DPR Training Jul 29
Fix type of query_emb in DPR.retrieve() Jul 18
Add method to update meta fields for documents in Elasticsearch Jul 16
Remove meta field when writing documents in Elasticsearch Jul 16
Fix Evaluation Dataset Jul 15
Fix id for documents returned by the TfidfRetriever Jul 15
Remove mutation of documents in write_documents() Jul 15
Remove mutation of results dict in print_answers() Jul 15
Added Support for Docx Files Jul 14
Move document_name attribute to meta Jul 14
Fix embedding method in FAQ-QA Tutorial Jul 13
Fix Dockerfile to build successfully without models directory Jul 8
Update docstring for embedding_field and embedding_dim Jul 8
Fix naming of offset in answers of TransformersReader (for consistency with FARMReader) Jul 7
gitignore fix Jul 7
Docker available for TransformsReader Class Jul 7
Add response time in logs Jul 7
Add success response for successful file upload API Jul 6
Adjust PDF conversion subprocess for Python v3.6 Jul 6

MiniLM support in tokenization and language_model Jul 20
Add meta attribute to QACandidate for Haystack Jul 10
remove raising exception errors in processor Jul 9
Fix start and end offset checks in QA Jul 9
Fix offset_end character for QA Jul 9

Created an issue in huggingface/nlp that received 3 comments

Is there a way to download only NQ dev?

Maybe I missed that in the docs, but is there a way to only download the dev set of natural questions (~1 GB)? As we want to benchmark QA models on…

3 comments

DocumentStore for large scale vector similarity (e.g. FAISS) Jul 21

QA Pipeline: Key Error due to predicting a token outside of allowed context Jul 13

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