PinnedNikita KiselovinTowards Data ScienceEvaluate anything you want | Creating advanced evaluators with LLMsDiscover how to build custom LLM evaluators for specific real-world needs.·7 min read·Apr 18, 2024----
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.·9 min read·Jan 19, 2024--2--2
PinnedNikita KiselovinTowards Data ScienceControl DJI Tello drone with Hand gesturesUse MediaPipe Hand Keypoint detector and simple Neural Network to recognise gestures and control drone·6 min read·Apr 3, 2021--3--3
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.·16 min read·Feb 16, 2024--2--2
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.·10 min read·Feb 9, 2024----
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).·2 min read·Jan 13, 2024--7--7
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.7 min read·Aug 17, 2022--1--1
Nikita KiselovinTowards Data ScienceImplementing Hearst Patterns with SpaCyAutomatic extraction of hypernym (hyponym) relation5 min read·Jun 18, 2022--2--2
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.6 min read·Jun 2, 2022--1--1
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.5 min read·May 19, 2022----
