🤖 LLMs - nmarshall · Scour

Hypothesis generation and updating in large language models 🤖AI Inference

Crafting Reversible SFT Behaviors in Large Language Models 📝Parser Combinators

Why Global LLM Leaderboards Are Misleading: Small Portfolios for Heterogeneous Supervised ML 💻Local LLMs

Rethinking Local Learning: A Cheaper and Faster Recipe for LLM Post-Training 💻Local LLMs

UniSD: Towards a Unified Self-Distillation Framework for Large Language Models 📝Parser Combinators

Ambitious Mech Interp w/ Tensor-transformers on toy languages [Project Proposal] 🔥Burn

lesswrong.com·6d

Generative AI Tools for Coding & Software Development 🎨Generative Art

Federation of Experts: Communication Efficient Distributed Inference for Large Language Models 💻Local LLMs

Visual Fingerprints for LLM Generation Comparison 💻Local LLMs

Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding 📝Parser Combinators

A Few Good Clauses: Comparing LLMs vs Domain-Trained Small Language Models on Structured Contract Extraction 💻Local LLMs

Stabilizing LLM Supervised Fine-Tuning via Explicit Distributional Control 💻Local LLMs

Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs 🔁Cache Coherence

Gyan: An Explainable Neuro-Symbolic Language Model 🤖Transformers

Decomposing the Basic Abilities of Large Language Models: Mitigating Cross-Task Interference in Multi-Task Instruct-Tuning 🏗️AI Infrastructure

An End-to-End Framework for Building Large Language Models for Software Operations 💬Language Servers

Towards Annotation-Free Validation of MLLMs: A Vision-Language Logical Consistency Metric 🚀MLOps

RLearner-LLM: Balancing Logical Grounding and Fluency in Large Language Models via Hybrid Direct Preference Optimization 💻Local LLMs

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM 🗣️Speech Synthesis

SMolLM: Small Language Models Learn Small Molecular Grammar 📝Parser Combinators

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