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upvoted 2 papers about 20 hours ago

Beyond Fixed Frames: Dynamic Character-Aligned Speech Tokenization

Paper • 2601.23174 • Published 9 days ago • 2

Learning Rate Matters: Vanilla LoRA May Suffice for LLM Fine-tuning

Paper • 2602.04998 • Published 4 days ago • 3

upvoted 2 papers about 21 hours ago

Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better

Paper • 2602.05393 • Published 4 days ago • 5

DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers

Paper • 2602.02016 • Published 6 days ago • 9

upvoted a paper 1 day ago

Privileged Information Distillation for Language Models

Paper • 2602.04942 • Published 4 days ago • 20

upvoted 9 papers 3 days ago

Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing

Paper • 2602.03845 • Published 5 days ago • 24

Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration

Paper • 2602.03647 • Published 5 days ago • 7

Horizon-LM: A RAM-Centric Architecture for LLM Training

Paper • 2602.04816 • Published 4 days ago • 16

EPAS: Efficient Training with Progressive Activation Sharing

Paper • 2601.19089 • Published 13 days ago • 1

Expanding the Capabilities of Reinforcement Learning via Text Feedback

Paper • 2602.02482 • Published 6 days ago • 2

Beyond Output Critique: Self-Correction via Task Distillation

Paper • 2602.00871 • Published 8 days ago • 2

Chronicals: A High-Performance Framework for LLM Fine-Tuning with 3.51x Speedup over Unsloth

Paper • 2601.02609 • Published Jan 6 • 2

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data

Paper • 2602.04442 • Published 4 days ago • 3

Residual Context Diffusion Language Models

Paper • 2601.22954 • Published 9 days ago • 30

upvoted a collection 6 days ago

Falcon-H1-Tiny

Collection

A series of extremely small, yet powerful language models redefining capabilities at small scale • 22 items • Updated 24 days ago • 35

upvoted 5 papers 6 days ago

Reinforcement Learning from Meta-Evaluation: Aligning Language Models Without Ground-Truth Labels

Paper • 2601.21268 • Published 11 days ago • 4

FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning

Paper • 2601.19001 • Published 13 days ago • 4

Mechanistic Data Attribution: Tracing the Training Origins of Interpretable LLM Units

Paper • 2601.21996 • Published 10 days ago • 4

ECO: Quantized Training without Full-Precision Master Weights

Paper • 2601.22101 • Published 10 days ago • 6

KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices

Paper • 2601.21579 • Published 10 days ago • 6