CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Kumar, Abhas, Pathak, Kapil, Kavuru, Rajesh, Srinivasan, Prabhakar |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Enhancing Financial VQA in Vision Language Models using Intermediate Structured Representations
par: Srivastava, Archita, et autres
Publié: (2025)
par: Srivastava, Archita, et autres
Publié: (2025)
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models
par: Kumar, Abhishek, et autres
Publié: (2024)
par: Kumar, Abhishek, et autres
Publié: (2024)
Exploring Accuracy-Fairness Trade-off in Large Language Models
par: Zhang, Qingquan, et autres
Publié: (2024)
par: Zhang, Qingquan, et autres
Publié: (2024)
Discourse vs emissions: Analysis of corporate narratives, symbolic practices, and mimicry through LLMs
par: Hassani, Bertrand Kian, et autres
Publié: (2025)
par: Hassani, Bertrand Kian, et autres
Publié: (2025)
Emissions and Performance Trade-off Between Small and Large Language Models
par: Garg, Anandita, et autres
Publié: (2025)
par: Garg, Anandita, et autres
Publié: (2025)
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning
par: Li, Nathaniel, et autres
Publié: (2024)
par: Li, Nathaniel, et autres
Publié: (2024)
Enhancing Reasoning Capabilities in SLMs with Reward Guided Dataset Distillation
par: Padarha, Shreyansh
Publié: (2025)
par: Padarha, Shreyansh
Publié: (2025)
EigenBench: A Comparative Behavioral Measure of Value Alignment
par: Chang, Jonathn, et autres
Publié: (2025)
par: Chang, Jonathn, et autres
Publié: (2025)
Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation
par: Chien, Jennifer, et autres
Publié: (2024)
par: Chien, Jennifer, et autres
Publié: (2024)
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models
par: Arakelyan, Erik, et autres
Publié: (2024)
par: Arakelyan, Erik, et autres
Publié: (2024)
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
par: Ren, Richard, et autres
Publié: (2024)
par: Ren, Richard, et autres
Publié: (2024)
IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures
par: Gringras, David
Publié: (2026)
par: Gringras, David
Publié: (2026)
Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs
par: Liang, Zhuowen, et autres
Publié: (2026)
par: Liang, Zhuowen, et autres
Publié: (2026)
Computational Measurement of Political Positions: A Review of Text-Based Ideal Point Estimation Algorithms
par: Parschan, Patrick, et autres
Publié: (2025)
par: Parschan, Patrick, et autres
Publié: (2025)
Do Large Language Models Walk Their Talk? Measuring the Gap Between Implicit Associations, Self-Report, and Behavioral Altruism
par: Andric, Sandro
Publié: (2025)
par: Andric, Sandro
Publié: (2025)
Do VLMs Have a Moral Backbone? A Study on the Fragile Morality of Vision-Language Models
par: Liu, Zhining, et autres
Publié: (2026)
par: Liu, Zhining, et autres
Publié: (2026)
Improving Consistency in Retrieval-Augmented Systems with Group Similarity Rewards
par: Hamman, Faisal, et autres
Publié: (2025)
par: Hamman, Faisal, et autres
Publié: (2025)
Fine-Tuning Small Language Models (SLMs) for Autonomous Web-based Geographical Information Systems (AWebGIS)
par: Ashani, Mahdi Nazari, et autres
Publié: (2025)
par: Ashani, Mahdi Nazari, et autres
Publié: (2025)
Can LLMs make trade-offs involving stipulated pain and pleasure states?
par: Keeling, Geoff, et autres
Publié: (2024)
par: Keeling, Geoff, et autres
Publié: (2024)
DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation
par: Chen, Jennifer, et autres
Publié: (2025)
par: Chen, Jennifer, et autres
Publié: (2025)
Chitchat with AI: Understand the supply chain carbon disclosure of companies worldwide through Large Language Model
par: Hang, Haotian, et autres
Publié: (2025)
par: Hang, Haotian, et autres
Publié: (2025)
From Measurement to Expertise: Empathetic Expert Adapters for Context-Based Empathy in Conversational AI Agents
par: Shayegani, Erfan, et autres
Publié: (2025)
par: Shayegani, Erfan, et autres
Publié: (2025)
When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment
par: Xiao, Yuxin, et autres
Publié: (2025)
par: Xiao, Yuxin, et autres
Publié: (2025)
Reward Models Inherit Value Biases from Pretraining
par: Christian, Brian, et autres
Publié: (2026)
par: Christian, Brian, et autres
Publié: (2026)
Wikipedia in the Era of LLMs: Evolution and Risks
par: Huang, Siming, et autres
Publié: (2025)
par: Huang, Siming, et autres
Publié: (2025)
Questionnaire Responses Do not Capture the Safety of AI Agents
par: Hellrigel-Holderbaum, Max, et autres
Publié: (2026)
par: Hellrigel-Holderbaum, Max, et autres
Publié: (2026)
Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights
par: Choi, Sooyung, et autres
Publié: (2025)
par: Choi, Sooyung, et autres
Publié: (2025)
Understanding and Mitigating Risks of Generative AI in Financial Services
par: Gehrmann, Sebastian, et autres
Publié: (2025)
par: Gehrmann, Sebastian, et autres
Publié: (2025)
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach
par: Hou, Ruikun, et autres
Publié: (2025)
par: Hou, Ruikun, et autres
Publié: (2025)
Sentiment Analysis of Airbnb Reviews: Exploring Their Impact on Acceptance Rates and Pricing Across Multiple U.S. Regions
par: Safari, Ali
Publié: (2025)
par: Safari, Ali
Publié: (2025)
Reducing Large Language Model Safety Risks in Women's Health using Semantic Entropy
par: Penny-Dimri, Jahan C., et autres
Publié: (2025)
par: Penny-Dimri, Jahan C., et autres
Publié: (2025)
Thinking Outside the (Gray) Box: A Context-Based Score for Assessing Value and Originality in Neural Text Generation
par: Franceschelli, Giorgio, et autres
Publié: (2025)
par: Franceschelli, Giorgio, et autres
Publié: (2025)
Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models
par: Feng, Duanyu, et autres
Publié: (2023)
par: Feng, Duanyu, et autres
Publié: (2023)
Managing extreme AI risks amid rapid progress
par: Bengio, Yoshua, et autres
Publié: (2023)
par: Bengio, Yoshua, et autres
Publié: (2023)
Reliability Estimation of News Media Sources: Birds of a Feather Flock Together
par: Burdisso, Sergio, et autres
Publié: (2024)
par: Burdisso, Sergio, et autres
Publié: (2024)
How Far Are We From AGI: Are LLMs All We Need?
par: Feng, Tao, et autres
Publié: (2024)
par: Feng, Tao, et autres
Publié: (2024)
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
par: Liu, Ryan, et autres
Publié: (2024)
par: Liu, Ryan, et autres
Publié: (2024)
Laissez-Faire Harms: Algorithmic Biases in Generative Language Models
par: Shieh, Evan, et autres
Publié: (2024)
par: Shieh, Evan, et autres
Publié: (2024)
SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors
par: Hu, Tiancheng, et autres
Publié: (2025)
par: Hu, Tiancheng, et autres
Publié: (2025)
Deep Learning Based Amharic Chatbot for FAQs in Universities
par: Hailu, Goitom Ybrah, et autres
Publié: (2024)
par: Hailu, Goitom Ybrah, et autres
Publié: (2024)
Documents similaires
-
Enhancing Financial VQA in Vision Language Models using Intermediate Structured Representations
par: Srivastava, Archita, et autres
Publié: (2025) -
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models
par: Kumar, Abhishek, et autres
Publié: (2024) -
Exploring Accuracy-Fairness Trade-off in Large Language Models
par: Zhang, Qingquan, et autres
Publié: (2024) -
Discourse vs emissions: Analysis of corporate narratives, symbolic practices, and mimicry through LLMs
par: Hassani, Bertrand Kian, et autres
Publié: (2025) -
Emissions and Performance Trade-off Between Small and Large Language Models
par: Garg, Anandita, et autres
Publié: (2025)