Nikita Sushko

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upvoted a paper about 1 month ago

Sanity Checks for Sparse Autoencoders: Do SAEs Beat Random Baselines?

Paper • 2602.14111 • Published Feb 15 • 56

upvoted an article about 2 months ago

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Article

CRAFT: Continuous Reasoning and Agentic Feedback Tuning

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Feb 5

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66

upvoted a paper about 2 months ago

Quartet II: Accurate LLM Pre-Training in NVFP4 by Improved Unbiased Gradient Estimation

Paper • 2601.22813 • Published Jan 30 • 60

upvoted a paper 2 months ago

VIBE: Visual Instruction Based Editor

Paper • 2601.02242 • Published Jan 5 • 64

upvoted a paper 3 months ago

T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground

Paper • 2512.10430 • Published Dec 11, 2025 • 118

upvoted 4 papers 4 months ago

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models

Paper • 2512.00590 • Published Nov 29, 2025 • 52

Multimodal Evaluation of Russian-language Architectures

Paper • 2511.15552 • Published Nov 19, 2025 • 79

GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms

Paper • 2511.17592 • Published Nov 17, 2025 • 121

Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation

Paper • 2511.14993 • Published Nov 19, 2025 • 233

upvoted 2 papers 5 months ago

Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs

Paper • 2510.11288 • Published Oct 13, 2025 • 48

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA

Paper • 2510.04849 • Published Oct 6, 2025 • 117

upvoted 2 papers 6 months ago

OrtSAE: Orthogonal Sparse Autoencoders Uncover Atomic Features

Paper • 2509.22033 • Published Sep 26, 2025 • 19

<think> So let's replace this phrase with insult... </think> Lessons learned from generation of toxic texts with LLMs

Paper • 2509.08358 • Published Sep 10, 2025 • 13

upvoted 4 papers 7 months ago

CAMAR: Continuous Actions Multi-Agent Routing

Paper • 2508.12845 • Published Aug 18, 2025 • 7

When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs

Paper • 2508.11383 • Published Aug 15, 2025 • 40

HeroBench: A Benchmark for Long-Horizon Planning and Structured Reasoning in Virtual Worlds

Paper • 2508.12782 • Published Aug 18, 2025 • 25

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Paper • 2508.05305 • Published Aug 7, 2025 • 47

upvoted 3 papers 8 months ago

nablaNABLA: Neighborhood Adaptive Block-Level Attention

Paper • 2507.13546 • Published Jul 17, 2025 • 126

A Data-Centric Framework for Addressing Phonetic and Prosodic Challenges in Russian Speech Generative Models

Paper • 2507.13563 • Published Jul 17, 2025 • 53

RiemannLoRA: A Unified Riemannian Framework for Ambiguity-Free LoRA Optimization

Paper • 2507.12142 • Published Jul 16, 2025 • 36