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Nicolay Rusnachenko

nicolay-r
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https://nicolayr.com/

AI & ML interests

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

Recent Activity

posted an update about 7 hours ago
📢 Several weeks ago Microsoft announced Phi-4. My most-recent list of LLM models have had only wrapper for Phi-2, so it was time to update! With this post, happy to share that Phi-4 wrapper is now available at nlp-thirdgate for adopting Chain-of-Thought reasoning: 🤖 https://github.com/nicolay-r/nlp-thirdgate/blob/master/llm/transformers_phi4.py 📒 https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/llm_phi4.py Findings on adaptation: I was able to reproduce only the pipeline based model launching. This version is for textual llm only. Microsoft also released multimodal Phi-4 which is out of scope of this wrapper. 🌌 nlp-thirdgate: https://lnkd.in/ef-wBnNn
posted an update 1 day ago
📢 Delighted to announce the updated version of the no-string framework for chain-of-thought application over JSONL/CSV data: https://github.com/nicolay-r/bulk-chain/releases/tag/0.25.2 🔧 Fixes: - Fixed issues with batching mode - Fixed problem with parsing and passing args in shell mode ⚠️ Limitation: bathing mode is still available only via API. 📒 Quick Start with Gemma-3 in batching mode: https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/llm_gemma_3.ipynb
replied to their post 2 days ago
📢 With the recent release of Gemma-3, If you interested to play with textual chain-of-though, the notebook below is a wrapper over the the model (native transformers inference API) for passing the predefined schema of promps in batching mode. https://github.com/nicolay-r/nlp-thirdgate/blob/master/tutorials/llm_gemma_3.ipynb Limitation: schema supports texts only (for now), while gemma-3 is a text+image to text. Model: https://huggingface.co/google/gemma-3-1b-it Provider: https://github.com/nicolay-r/nlp-thirdgate/blob/master/llm/transformers_gemma3.py
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