Nicolay Rusnachenko

nicolay-r

https://nicolay-r.github.io/

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 8 hours ago

📢 Replicate IO just started support 🐋 DeepSeek-R1 hosting! https://replicate.com/deepseek-ai/deepseek-r1 If you wish to quick start with reasoning over your dataset data, I just added support at Replicate provider for bulk-chain: https://github.com/nicolay-r/nlp-thirdgate/blob/ebcdec156eb43f9c32d0d70aadc2d26765d31b75/llm/replicate_104.py#L14-L21 🔧 What I fixed (see my setups in the second screenshot) - 🌡️default temperature is 0.6 - ❌ no system prompt Here is a quick start for applying R1 for reasoning over your data (see first screenshot): https://github.com/nicolay-r/bulk-chain?tab=readme-ov-file#shell 🚀 Perfomance: ~24 tokens / sec. In my experience the peformance is way more faster than at OpenRouter, similar to playground 💵 Price: 10 USD / 10 USD per 1M tokens 🌟 bulk-chain: https://github.com/nicolay-r/bulk-chain

liked a model 1 day ago

deepseek-ai/DeepSeek-R1-Distill-Qwen-7B

reacted to clem's post with 🚀 1 day ago

The 🐳 just crossed 10,000 followers on HF https://huggingface.co/deepseek-ai

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325

📢 Replicate IO just started support 🐋 DeepSeek-R1 hosting!
https://replicate.com/deepseek-ai/deepseek-r1

If you wish to quick start with reasoning over your dataset data, I just added support at Replicate provider for bulk-chain:
https://github.com/nicolay-r/nlp-thirdgate/blob/ebcdec156eb43f9c32d0d70aadc2d26765d31b75/llm/replicate_104.py#L14-L21

🔧 What I fixed (see my setups in the second screenshot)
- 🌡️default temperature is 0.6
- ❌ no system prompt

Here is a quick start for applying R1 for reasoning over your data (see first screenshot):
https://github.com/nicolay-r/bulk-chain?tab=readme-ov-file#shell

🚀 Perfomance: ~24 tokens / sec. In my experience the peformance is way more faster than at OpenRouter, similar to playground
💵 Price: 10 USD / 10 USD per 1M tokens
🌟 bulk-chain: https://github.com/nicolay-r/bulk-chain

Post

1074

🚨 If you want a quickly apply various reasoning techniques 🧠 for your dataset, then I am happy to save your time and introduce 🌌 nlp-thirdgate 🌌

https://github.com/nicolay-r/nlp-thirdgate

This is a hub of a third-party providers like OpenAI, Replicate, OpenRouter, Hugging Face 🤗 Transformers to be used for varions NLP tasks in a no-string mode. So that, you decide which dependecies to install, which I personally see is handy for:
📙 quick scripts deployment in notebooks like Google Colab;
📦 empowering existing apps with machnine learning;

📷 The example below demonstrates on how to quick start with reasoning over rows of CSV / JSONL data.

To quick start, all you have to do is to download one of the provider and pass it to the script as shown in the image below.
🌟 Powered by bulk-chain: https://github.com/nicolay-r/bulk-chain

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