Felix Tuma

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upvoted a paper 4 days ago

LIMO: Less is More for Reasoning

Paper • 2502.03387 • Published 12 days ago • 52

upvoted 5 papers 6 days ago

APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding

Paper • 2502.05431 • Published 9 days ago • 5

LM2: Large Memory Models

Paper • 2502.06049 • Published 7 days ago • 26

ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Paper • 2502.06772 • Published 6 days ago • 18

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published 7 days ago • 123

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published 6 days ago • 49

upvoted a paper 11 days ago

Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning

Paper • 2502.00271 • Published 16 days ago • 1

upvoted 2 papers 18 days ago

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published 26 days ago • 319

DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 50

upvoted a paper 21 days ago

Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published 24 days ago • 50

upvoted a paper about 1 month ago

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published Jan 14 • 273

upvoted 3 papers 3 months ago

Natural Language Reinforcement Learning

Paper • 2411.14251 • Published Nov 21, 2024 • 29

Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

Paper • 2411.14405 • Published Nov 21, 2024 • 58

Retrospective Learning from Interactions

Paper • 2410.13852 • Published Oct 17, 2024 • 9

upvoted 2 papers 5 months ago

TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices

Paper • 2410.00531 • Published Oct 1, 2024 • 31

Qwen2.5-Coder Technical Report

Paper • 2409.12186 • Published Sep 18, 2024 • 141

upvoted 4 papers 6 months ago

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Paper • 2408.12528 • Published Aug 22, 2024 • 51

Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

Paper • 2408.12060 • Published Aug 22, 2024 • 6

Jamba-1.5: Hybrid Transformer-Mamba Models at Scale

Paper • 2408.12570 • Published Aug 22, 2024 • 33

Automated Design of Agentic Systems

Paper • 2408.08435 • Published Aug 15, 2024 • 39