PinnedNikita KiselovinTowards Data ScienceEvaluate anything you want | Creating advanced evaluators with LLMsDiscover how to build custom LLM evaluators for specific real-world needs.Apr 18Apr 18
PinnedNikita KiselovinTowards Data ScienceBuilding, Evaluating and Tracking a Local Advanced RAG System | Mistral 7b + LlamaIndex + W&BLearn how to build, evaluate and track advanced RAG system using local Mistral-7b, LlamaIndex, and W&B. Step-by-step guide with code.Jan 192Jan 192
PinnedNikita KiselovinTowards Data ScienceControl DJI Tello drone with Hand gesturesUse MediaPipe Hand Keypoint detector and simple Neural Network to recognise gestures and control droneApr 3, 20214Apr 3, 20214
Nikita KiselovinTowards Data ScienceState of Video GenerationOverview of latest developments in the Video Generation area: From LLMs to MultyDiffusion. Paper’s insights and Outstanding questions.Feb 162Feb 162
Nikita KiselovinTowards AICalendar AI | Tutorial for building custom ChatGPT with Google and Notion integrationsDevelop your personal time-management AI. Detailed guide about integrating GPTs with Google Calendar and Notion using custom actions.Feb 9Feb 9
Nikita KiselovRunning Mixtral 8x7b on M1 16GBRunning the Mixtral 8x7b AI model on a 16GB M1 Pro MacBook, leveraging new SOTA 2bit quantization method (QuIP).Jan 138Jan 138
Nikita KiselovinTowards Data ScienceAutomatic word relatedness evaluation | WordNet, SpaCy & Wikidata APIUnderstanding word topological relations is crucial for NLP systems, and their automatic evaluation could save you a lot of time.Aug 17, 20221Aug 17, 20221
Nikita KiselovinTowards Data ScienceImplementing Hearst Patterns with SpaCyAutomatic extraction of hypernym (hyponym) relationJun 18, 20222Jun 18, 20222
Nikita KiselovinTowards Data ScienceImproving the NER model with patent texts | SpaCy, Prodigy and a bit of magic 🪄In this article proposed an approach to use patent texts to train domain-specific NER model.Jun 2, 20221Jun 2, 20221
Nikita KiselovinTowards Data Science🎨 Art & Science with GPT-3 persona chatbot.In this Art&Science project, we wanted to show non-human <–> human interactions throw cutting-edge technologies.May 19, 2022May 19, 2022