Kristoffer Rolf Deinoff

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upvoted a paper 20 days ago

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published 24 days ago • 40

upvoted a paper about 1 month ago

VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction

Paper • 2601.05966 • Published Jan 9 • 23

upvoted a paper 2 months ago

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed

Paper • 2512.14067 • Published Dec 16, 2025 • 16

upvoted an article 3 months ago

view article

Article

**An Edge-First Generalized LLM LoRA Fine-Tuning Framework for Heterogeneous GPUs**

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Dec 1, 2025

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17

upvoted 4 papers 3 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 256

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

Paper • 2511.17592 • Published Nov 17, 2025 • 119

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 133

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Paper • 2511.04570 • Published Nov 6, 2025 • 239

upvoted a paper 4 months ago

Video Reasoning without Training

Paper • 2510.17045 • Published Oct 19, 2025 • 8

upvoted 2 papers 5 months ago

MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Paper • 2509.22186 • Published Sep 26, 2025 • 144

Rolling Forcing: Autoregressive Long Video Diffusion in Real Time

Paper • 2509.25161 • Published Sep 29, 2025 • 26

upvoted a paper 6 months ago

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

Paper • 2508.05305 • Published Aug 7, 2025 • 47

upvoted 3 papers 7 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 316

Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models

Paper • 2507.07104 • Published Jul 9, 2025 • 46

High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning

Paper • 2507.05920 • Published Jul 8, 2025 • 12

upvoted a paper 8 months ago

Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs

Paper • 2506.14245 • Published Jun 17, 2025 • 45

upvoted 2 papers 9 months ago

MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining

Paper • 2505.07608 • Published May 12, 2025 • 82

LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis

Paper • 2505.02625 • Published May 5, 2025 • 23

upvoted a collection 10 months ago

DeepSeek-Prover

Collection

DeepSeek-Prover-Series • 10 items • Updated Nov 27, 2025 • 61

upvoted a paper 10 months ago

ReTool: Reinforcement Learning for Strategic Tool Use in LLMs

Paper • 2504.11536 • Published Apr 15, 2025 • 63