Nicolay Rusnachenko's picture

Nicolay Rusnachenko

nicolay-r

AI & ML interests

Information Retrieval・Medical Multimodal NLP (🖼+📝) Research Fellow @BU_Research・software developer http://arekit.io・PhD in NLP

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📢 Following the bulk-chain v1.1.0 release and its minimalistic integration and real-world deployment on async inference with your LLM provider. Below is an example of tk-sheet for spreadsheet-style LLM reasoning

🔑 We use the concept of asyncio loops. You can set event loop of the utilized framework. At present it converts async generators to sync.
https://stackoverflow.com/questions/71580727/translating-async-generator-into-sync-one/79617639#79617639

🔗 The integration demo:
https://github.com/nicolay-r/bulk-chain-tksheet-client

🌌 The provider:
https://github.com/nicolay-r/nlp-thirdgate/blob/master/llm/replicate_104.py

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2369
🚀 For those who interested in minimalistic integration of LLMs inferece with predefined reasoning shema, excited to share the latest bulk chain 1.1.0. It represents a no-string solution for deploying your LLM for efficient inference over data iterators.
✨ Key Features:
- Full async inference support + Including streaming mode for real-time output
- simplified inference API
🔗 Check out the repo: https://github.com/nicolay-r/bulk-chain

💡 Special thanks to @RicardoLee for his work on effective async LLaMA-3 deployment that helped shape this release:
https://github.com/RicardoLeeV587/Llama3-FastInference

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