🧠 LLMs - jinkai_lau · Scour

Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models ⚙️MLOps

Adaptive Thinking: Large Language Models Know When to Think in Latent Space 🧠Language Models

machinelearning.apple.com·2d

Training a Transformer to Compose One Step Per Layer (and Proving It) 🧠Language Models

lesswrong.com·4d

Language Anchoring: A Systematic Method for LLM Multilingual Adaptation ⚙️MLOps

github.com·3d·Hacker News

FlowBot: Inducing LLM Workflows with Bilevel Optimization and Textual Gradients 🤖AI Engineering

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens 📚RAG

AsishKumarDalal/memoryllm: using differntiable neural computer architecture with GPT2 to provide memory 🧠Language Models

github.com·5d·DEV

LLM Psychosis: A Theoretical and Diagnostic Framework for Reality-Boundary Failures in Large Language Models ⚙️MLOps

What Kind of Language is Easy to Language-Model Under Curriculum Learning? λFunctional Programming

Select to Think: Unlocking SLM Potential with Local Sufficiency ⚙️MLOps

Large Language Models for Multilingual Code Intelligence: A Survey 🧠Language Models

CoQuant: Joint Weight-Activation Subspace Projection for Mixed-Precision LLMs 🗄️Vector Databases

Decoupling Knowledge and Task Subspaces for Composable Parametric Retrieval Augmented Generation 📚RAG

TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models 🧠Language Models

Doing More With Less: Revisiting the Effectiveness of LLM Pruning for Test-Time Scaling ⚙️MLOps

A Systematic Approach for Large Language Models Debugging ⚙️MLOps

Small Language Model Helps Resolve Semantic Ambiguity of LLM Prompt ⚙️MLOps

Evaluating Large Language Models on Computer Science University Exams in Data Structures 🔍Static Analysis

From Similarity to Structure: Training-free LLM Context Compression with Hybrid Graph Priors 🧠Language Models

Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora 🤖AI Engineering

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