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language-models
22 postsClean Engineering, Unstable Measurement: A Preregistered Reliability Failure
The reliability of language model judges was audited, revealing significant discrepancies in repeatability.
What Stops Small Language Models from Driving a Database Agent
Explore the limitations of small language models in database agent tasks and their implications.
Sparse Policy Selection in RL for LLM Reasoning, Not Capability Learning
Reinforcement learning enhances LLM reasoning by focusing on sparse policy selection rather than teaching new capabilities.
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commitbrief.comTrie-Based Memory Efficiency for Long-Context Compression
SALT compresses long documents for language models, reducing memory and compute time.
A Cliché-Resistant Gemma Model for Storytelling
Gemma-4-26B-A4B-StyleTune-V2 is a language model designed for cliché-free storytelling.
Why Long Prompts Diminish AI Performance and How to Improve Them
Discover how long prompts affect AI outputs and learn effective compression techniques.
German AI Consortium Unveils Soofi S: An Open 30B Model
Soofi S, developed by the German AI consortium, achieves top benchmark scores.
Empero AI Launches Qwythos-9B-v2: Looping Issues Resolved and Robustness Enhanced
Empero AI's Qwythos-9B-v2 resolves looping issues and enhances robustness, offering a 1M-token context for advanced applications.
Training a Language Model End-to-End in Rust: An Experience Report
An experience report on training a language model in Rust and the encountered issues.
Ghost Couple: Correlated LLM Name Priors Haunting the Web and Academia
Explore the emergence of fictional names in AI-generated documents and their impact.