📊 AI Evals - test · Scour

nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16

huggingface.co··Hacker News, Hacker News, r/LocalLLaMA

Evaluating using Mock Tool Calls to Quarantine Untrusted Prompt Inputs

🎯Fine-Tuning

lesswrong.com·

Beyond English benchmarks: clinical llm evaluation in Brazilian Portuguese

💬LLMs Academic

Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Unlearning

🎯Fine-Tuning Academic

UrduMMLU: A Massive Multitask Benchmark for Urdu Language Understanding

💬LLMs Academic

Density Ridge Selective Prediction for LLM and VLM Hallucination Detection under Calibration Label Scarcity

⚙️Inference Academic

Rank Intervals for Leaderboards: A Hierarchical Framework for Model Evaluation

🚀MLOps Academic

Collective Hallucination in Multi-Agent LLMs:Modeling and Defense

⚙️Inference Academic

The Geography of Algorithmic Judgment: LLM Intermediaries, Place Identity, and Racial Steering in Housing Search

💬LLMs Academic

Cutting LLM Evaluation Costs with SySRs: A Bandit Algorithm that Provably Exploits Model Similarity

💬LLMs Academic

Why Limit the Residual Stream to Layers and Not Tokens? Persistent Memory for Continuous Latent Reasoning

💬LLMs Academic

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning

💬LLMs Academic

Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models

💬LLMs Academic

Lightweight Language Models are Prone to Reasoning Errors for Complex Computational Phenotyping Tasks

💬LLMs Academic

When Does Delegation Beat Majority? A Delegation-Based Aggregator for Multi-Sample LLM Inference

⚙️Inference Academic

Critic-Guided Heterogeneous Multi-Agent Reasoning for Reliable Mathematical Problem Solving

🕵️AI Agents Academic

MechLens: Late Crystallization of Factual Knowledge Explains Intervention Effectiveness in Language Models

💬LLMs Academic

Attention-Discounted Adaptive Sampler for Masked Diffusion Language Models

💬LLMs Academic

Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models

💬LLMs Academic

The Fine-Tuning Trap: Evaluating Negative Transfer and the Role of PEFT in Sub-1B Mathematical Reasoning

🔀LoRA Academic

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