Kristaller486

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upvoted a paper 25 days ago

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

Paper • 2510.04849 • Published Oct 6 • 111

upvoted a collection 28 days ago

Nanonets-OCR2

Collection

2 items • Updated 29 days ago • 24

upvoted a collection 3 months ago

DeepSeek-V3.1

Collection

4 items • Updated Sep 22 • 245

upvoted 3 papers 3 months ago

Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning

Paper • 2508.09726 • Published Aug 13 • 14

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

Paper • 2508.05305 • Published Aug 7 • 46

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance

Paper • 2507.22448 • Published Jul 30 • 65

upvoted 2 collections 4 months ago

T-pro-2.0

Collection

Hybrid reasoning model based on Qwen3 32B • 12 items • Updated Jul 18 • 30

Skywork-Reward-V2

Collection

Scaling preference data curation to the extreme • 9 items • Updated Jul 4 • 23

upvoted a paper 5 months ago

Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models

Paper • 2506.06751 • Published Jun 7 • 71

upvoted 2 papers 6 months ago

Exploring the Latent Capacity of LLMs for One-Step Text Generation

Paper • 2505.21189 • Published May 27 • 61

Quartet: Native FP4 Training Can Be Optimal for Large Language Models

Paper • 2505.14669 • Published May 20 • 78

upvoted a collection 6 months ago

Falcon-H1

Collection

Falcon-H1 Family of Hybrid-Head Language Models (Transformer-SSM), including 0.5B, 1.5B, 1.5B-Deep, 3B, 7B, and 34B (pretrained & instruction-tuned). • 38 items • Updated 5 days ago • 57

upvoted 2 papers 6 months ago

Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures

Paper • 2505.09343 • Published May 14 • 72

Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers

Paper • 2504.20752 • Published Apr 29 • 92

upvoted 2 papers 7 months ago

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 120

RuOpinionNE-2024: Extraction of Opinion Tuples from Russian News Texts

Paper • 2504.06947 • Published Apr 9 • 3

upvoted 2 collections 7 months ago

Cogito v1 Preview

Collection

5 items • Updated Apr 8 • 120

Gemma 3 QAT INT4 (from Flax)

Collection

These are converted from the official QAT INT4 Flax checkpoints on Kaggle. Supported formats: AutoAWQ, GGUF • 12 items • Updated Apr 6 • 6

upvoted 2 papers 8 months ago

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback

Paper • 2406.09279 • Published Jun 13, 2024 • 3

Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs

Paper • 2503.01307 • Published Mar 3 • 38