Nicolay Rusnachenko's picture

Nicolay Rusnachenko

nicolay-r

·

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 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 1 day 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

posted an update 3 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

View all activity

Organizations

None yet

Posts 63

Post

953

📢 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

Post

1447

📢 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: google/gemma-3-1b-it
Provider: https://github.com/nicolay-r/nlp-thirdgate/blob/master/llm/transformers_gemma3.py

Collections 2

Papers 7

arxiv:2404.12342

arxiv:2404.03361

arxiv:2305.17679

arxiv:2006.13730

models 5

nicolay-r/flan-t5-tsa-thor-large

Text2Text Generation • Updated 21 days ago • 31

nicolay-r/flan-t5-emotion-cause-thor-base

Text Generation • Updated 21 days ago • 53 • 1

nicolay-r/flan-t5-tsa-thor-xl

Text2Text Generation • Updated 21 days ago • 48 • 3

nicolay-r/flan-t5-tsa-prompt-xl

Text2Text Generation • Updated 21 days ago • 31 • 1

nicolay-r/flan-t5-tsa-thor-base

Text2Text Generation • Updated 21 days ago • 260 • 1

datasets

None public yet