Cover Image

Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sultan, Oren, Khasin, Alex, Shiran, Guy, Greenstein-Messica, Asnat, Shahaf, Dafna
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

JSON Whisperer: Efficient JSON Editing with LLMs
by: Duanis, Sarel, et al.
Published: (2025)

ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies
by: Sultan, Oren, et al.
Published: (2024)

Enhancing Forecasting with a 2D Time Series Approach for Cohort-Based Data
by: Guttel, Yonathan, et al.
Published: (2025)

LLMs versus the Halting Problem: Characterizing Program Termination Reasoning
by: Sultan, Oren, et al.
Published: (2026)

One Joke to Rule them All? On the (Im)possibility of Generalizing Humor
by: Turgeman, Mor, et al.
Published: (2025)

Cooking Up Creativity: Enhancing LLM Creativity through Structured Recombination
by: Mizrahi, Moran, et al.
Published: (2025)

Linguistic and Argument Diversity in Synthetic Data for Function-Calling Agents
by: Greenstein, Dan, et al.
Published: (2026)

Finding your MUSE: Mining Unexpected Solutions Engine
by: Sweed, Nir, et al.
Published: (2025)

State of What Art? A Call for Multi-Prompt LLM Evaluation
by: Mizrahi, Moran, et al.
Published: (2023)

InterFeat: A Pipeline for Finding Interesting Scientific Features
by: Ofer, Dan, et al.
Published: (2025)

Distilling LLM Agent into Small Models with Retrieval and Code Tools
by: Kang, Minki, et al.
Published: (2025)

ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains
by: Dong, Zilu, et al.
Published: (2025)

Efficiently Distilling LLMs for Edge Applications
by: Kundu, Achintya, et al.
Published: (2024)

From Tokens to Words: On the Inner Lexicon of LLMs
by: Kaplan, Guy, et al.
Published: (2024)

LLM Pruning and Distillation in Practice: The Minitron Approach
by: Sreenivas, Sharath Turuvekere, et al.
Published: (2024)

ProteinJEPA: Latent prediction complements protein language models
by: Ofer, Dan, et al.
Published: (2026)

ChaI-TeA: A Benchmark for Evaluating Autocompletion of Interactions with LLM-based Chatbots
by: Goren, Shani, et al.
Published: (2024)

Time Sensitive Knowledge Editing through Efficient Finetuning
by: Ge, Xiou, et al.
Published: (2024)

CoME: An Unlearning-based Approach to Conflict-free Model Editing
by: Jung, Dahyun, et al.
Published: (2025)

LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models
by: Veldanda, Akshaj Kumar, et al.
Published: (2024)

Learning to Maximize Mutual Information for Chain-of-Thought Distillation
by: Chen, Xin, et al.
Published: (2024)

Tool-MCoT: Tool Augmented Multimodal Chain-of-Thought for Content Safety Moderation
by: Zhang, Shutong, et al.
Published: (2026)

PruneTIR: Inference-Time Tool Call Pruning for Effective yet Efficient Tool-Integrated Reasoning
by: Zhang, Luan, et al.
Published: (2026)

Focused Chain-of-Thought: Efficient LLM Reasoning via Structured Input Information
by: Struppek, Lukas, et al.
Published: (2025)

MONICA: Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models
by: Hu, Jingyu, et al.
Published: (2025)

DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs
by: Ko, Jongwoo, et al.
Published: (2025)

The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches
by: Abeysinghe, Bhashithe, et al.
Published: (2024)

Chain-of-Tools: Utilizing Massive Unseen Tools in the CoT Reasoning of Frozen Language Models
by: Wu, Mengsong, et al.
Published: (2025)

LLM-NEO: Parameter Efficient Knowledge Distillation for Large Language Models
by: Yang, Runming, et al.
Published: (2024)

Efficient Technical Term Translation: A Knowledge Distillation Approach for Parenthetical Terminology Translation
by: Myung, Jiyoon, et al.
Published: (2024)

SmolTulu: Higher Learning Rate to Batch Size Ratios Can Lead to Better Reasoning in SLMs
by: Alrashed, Sultan
Published: (2024)

STAC: When Innocent Tools Form Dangerous Chains to Jailbreak LLM Agents
by: Li, Jing-Jing, et al.
Published: (2025)

Analyzing Cultural Representations of Emotions in LLMs through Mixed Emotion Survey
by: Dudy, Shiran, et al.
Published: (2024)

Knowledge Distillation with Structured Chain-of-Thought for Text-to-SQL
by: Thaker, Khushboo, et al.
Published: (2025)

Distilling the Essence: Efficient Reasoning Distillation via Sequence Truncation
by: Chen, Wei-Rui, et al.
Published: (2025)

LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction
by: Zhang, Jensen, et al.
Published: (2025)

DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
by: Ma, Xinyu, et al.
Published: (2025)

ToolCaching: Towards Efficient Caching for LLM Tool-calling
by: Zhai, Yi, et al.
Published: (2026)

FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
by: Fan, Tao, et al.
Published: (2024)

Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction
by: Glavas, Theodore, et al.
Published: (2026)