RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
Fuente:
arXiv
Saved in:
| Main Authors: | Balaguer, Angels, Benara, Vinamra, Cunha, Renato Luiz de Freitas, Filho, Roberto de M. Estevão, Hendry, Todd, Holstein, Daniel, Marsman, Jennifer, Mecklenburg, Nick, Malvar, Sara, Nunes, Leonardo O., Padilha, Rafael, Sharp, Morris, Silva, Bruno, Sharma, Swati, Aski, Vijay, Chandra, Ranveer |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
by: Mecklenburg, Nick, et al.
Published: (2024)
by: Mecklenburg, Nick, et al.
Published: (2024)
Enabling Adoption of Regenerative Agriculture through Soil Carbon Copilots
by: Capetz, Margaret, et al.
Published: (2024)
by: Capetz, Margaret, et al.
Published: (2024)
Crafting Interpretable Embeddings by Asking LLMs Questions
by: Benara, Vinamra, et al.
Published: (2024)
by: Benara, Vinamra, et al.
Published: (2024)
A Study of Optimizations for Fine-tuning Large Language Models
by: Singh, Arjun, et al.
Published: (2024)
by: Singh, Arjun, et al.
Published: (2024)
Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization
by: Sharma, Somya, et al.
Published: (2024)
by: Sharma, Somya, et al.
Published: (2024)
RLTHF: Targeted Human Feedback for LLM Alignment
by: Xu, Yifei, et al.
Published: (2025)
by: Xu, Yifei, et al.
Published: (2025)
An Improved Paralyzable Detector Model
by: Chen, Yueyun, et al.
Published: (2026)
by: Chen, Yueyun, et al.
Published: (2026)
Resultados del estudio de subdetección del meningococo en vacunados en Galicia
by: Alberto Malvar Pintos
Published: (2000)
by: Alberto Malvar Pintos
Published: (2000)
VIGILANCIA EPIDEMIOLÓGICA DE LA GRIPE (H1N1) 2009 SIN RED CENTINELA
by: Alberto Malvar Pintos
Published: (2010)
by: Alberto Malvar Pintos
Published: (2010)
Multiscale graph neural networks with adaptive mesh refinement for accelerating mesh-based simulations
by: Perera, Roberto, et al.
Published: (2024)
by: Perera, Roberto, et al.
Published: (2024)
Ductile fracture in functionally graded materials: Insight into crack behavior within the gradient interface
by: Piper, Katherine, et al.
Published: (2024)
by: Piper, Katherine, et al.
Published: (2024)
Robust, strong form mechanics on an adaptive structured grid: efficiently solving variable-geometry near-singular problems with diffuse interfaces
by: Agrawal, Vinamra, et al.
Published: (2022)
by: Agrawal, Vinamra, et al.
Published: (2022)
Block structured adaptive mesh refinement and strong form elasticity approach to phase field fracture with applications to delamination, crack branching and crack deflection
by: Agrawal, Vinamra, et al.
Published: (2021)
by: Agrawal, Vinamra, et al.
Published: (2021)
Semantic Entanglement in Vector-Based Retrieval: A Formal Framework and Context-Conditioned Disentanglement Pipeline for Agentic RAG Systems
by: Loghmani, Nick
Published: (2026)
by: Loghmani, Nick
Published: (2026)
Impact of corporate social responsibility on sustainable agriculture and livelihood of farmers
by: Shuchi Benara Misra, et al.
Published: (2024)
by: Shuchi Benara Misra, et al.
Published: (2024)
Speculative Ad-hoc Querying
by: Li, Haoyu, et al.
Published: (2025)
by: Li, Haoyu, et al.
Published: (2025)
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data
by: Shirgaonkar, Anup, et al.
Published: (2024)
by: Shirgaonkar, Anup, et al.
Published: (2024)
Natural history specimens collected and/or identified and deposited.
by: Duke Adolf Friedrich of Mecklenburg-Schwerin
Published: (2025)
by: Duke Adolf Friedrich of Mecklenburg-Schwerin
Published: (2025)
Natural history specimens collected and/or identified and deposited.
by: Duke Adolf Friedrich of Mecklenburg-Schwerin
Published: (2025)
by: Duke Adolf Friedrich of Mecklenburg-Schwerin
Published: (2025)
El papel de la escuela en la migración: buscando buenas prácticas desde las competencias saber ser y saber estar
by: Mª Laura Malvar Méndez
Published: (2017)
by: Mª Laura Malvar Méndez
Published: (2017)
Bayesian Inference for Discrete Markov Random Fields Through Coordinate Rescaling
by: Arena, Giuseppe, et al.
Published: (2026)
by: Arena, Giuseppe, et al.
Published: (2026)
Economic and Environmental Tradeoffs in Cultivating Short Food Supply Chains With Urban Indoor Agriculture
by: Joseph Seong, et al.
Published: (2025)
by: Joseph Seong, et al.
Published: (2025)
The Alamo multiphysics solver for phase field simulations with strong-form mechanics and block structured adaptive mesh refinement
by: Runnels, Brandon, et al.
Published: (2025)
by: Runnels, Brandon, et al.
Published: (2025)
Algebraic Structures In Closed Superstring Field Theory, Homotopy Transfer And Effective Actions
by: Singh, Ranveer Kumar
Published: (2024)
by: Singh, Ranveer Kumar
Published: (2024)
Aluminum‐Modified Zinc Ferrichromite: A Mixed Metal Oxide Synthesis and Study of Enhanced Biological Properties
by: Swati D. Wakade, et al.
Published: (2025)
by: Swati D. Wakade, et al.
Published: (2025)
Biases in Edge Language Models: Detection, Analysis, and Mitigation
by: Sharma, Vinamra, et al.
Published: (2025)
by: Sharma, Vinamra, et al.
Published: (2025)
AI Companion Memory Systems: How Modern AI Girlfriends Remember Everything (2026 Research)
by: AI Angels
Published: (2026)
by: AI Angels
Published: (2026)
AI Chatbot Free vs Paid 2026 — Why AI Angels Unlimited Free Wins
by: AI Angels
Published: (2026)
by: AI Angels
Published: (2026)
Why Voice-Mode Gemini Beat My $400 Italian Tutor in 21 Days (Full Daily Script Inside)
by: AI Angels
Published: (2026)
by: AI Angels
Published: (2026)
I Let Claude Run My Fantasy Football Team for a Whole Season — It Beat 11 of My Friends
by: AI Angels
Published: (2026)
by: AI Angels
Published: (2026)
Modelización matemática en actividades estadísticas: Episodios clave para la generación de modelos
by: Àngels Aymerich
Published: (2022)
by: Àngels Aymerich
Published: (2022)
Reseña "Prolífica George Sand"
by: Àngels Santa
Published: (2014)
by: Àngels Santa
Published: (2014)
Student projects empowering mobile learning in higher education
by: Àngels Rius
Published: (2014)
by: Àngels Rius
Published: (2014)
Getting to the source: a questionnaire on the learning and use of arithmetical operations
by: Àngels Colomé
Published: (2011)
by: Àngels Colomé
Published: (2011)
Madame Davit: Enjoying nature: Botanical illustration from a gender perspective
by: Àngels Viladomiu
Published: (2024)
by: Àngels Viladomiu
Published: (2024)
¿Qué dices tú, hoy, de la democracia en la escuela?
by: Ángels Martínez
Published: (2003)
by: Ángels Martínez
Published: (2003)
La Práctica Reflexiva: un modelo transformador de la praxis docente
by: Angels Domingo
Published: (2021)
by: Angels Domingo
Published: (2021)
Getting to the source: a questionnaire on the learning and use of arithmetical operations
by: Àngels Colomé
Published: (2012)
by: Àngels Colomé
Published: (2012)
La phraséologie en classe de FLE: structure interne du sens lexical et emploi des locutions
by: Àngels Catena
Published: (2017)
by: Àngels Catena
Published: (2017)
Reseña "George Sand: últimas novelas, últimos ensueños…"
by: Àngels Santa
Published: (2014)
by: Àngels Santa
Published: (2014)
Similar Items
-
Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning
by: Mecklenburg, Nick, et al.
Published: (2024) -
Enabling Adoption of Regenerative Agriculture through Soil Carbon Copilots
by: Capetz, Margaret, et al.
Published: (2024) -
Crafting Interpretable Embeddings by Asking LLMs Questions
by: Benara, Vinamra, et al.
Published: (2024) -
A Study of Optimizations for Fine-tuning Large Language Models
by: Singh, Arjun, et al.
Published: (2024) -
Domain Adaptation for Sustainable Soil Management using Causal and Contrastive Constraint Minimization
by: Sharma, Somya, et al.
Published: (2024)