Survey and paper list on efficiency-guided LLM agents (memory, tool learning, planning).
☆275Jun 15, 2026Updated 3 weeks ago
Alternatives and similar repositories for Awesome-Efficient-Agents
Users that are interested in Awesome-Efficient-Agents are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2025] TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration☆25Nov 30, 2025Updated 7 months ago
- DisTime: Distribution-based Time Representation for Video Large Language Models.☆21Jul 10, 2025Updated 11 months ago
- The official implementation of the paper "Mem-α: Learning Memory Construction via Reinforcement Learning"☆212Dec 25, 2025Updated 6 months ago
- ☆32Jun 5, 2025Updated last year
- ☆16Oct 31, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [NeurIPS2025] ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model☆92Jan 8, 2026Updated 6 months ago
- MDPO: Overcoming the Training-Inference Divide of Masked Diffusion Language Models☆45Jan 28, 2026Updated 5 months ago
- Offical Repository of MetaAgent Program☆52Dec 2, 2025Updated 7 months ago
- An AI agent memory framework that converts an agent’s own interaction traces—both successes and failures—into reusable, high-level reason…☆61Feb 9, 2026Updated 5 months ago
- Diagnostic Framework for LLMs and MLLMs☆39Mar 2, 2026Updated 4 months ago
- Partially Labeled Supervision for Medical Image Segmentation☆35Mar 5, 2026Updated 4 months ago
- [CVPR'26] UniGame code implementation☆20Apr 21, 2026Updated 2 months ago
- On Path to Multimodal Generalist: General-Level and General-Bench☆21Jul 11, 2025Updated 11 months ago
- Emoji Attack [ICML 2025]☆44Jul 15, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official repo for "PAPO: Perception-Aware Policy Optimization for Multimodal Reasoning"☆149Feb 4, 2026Updated 5 months ago
- PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning☆335Feb 5, 2026Updated 5 months ago
- ATM-Bench: A benchmark for long-term personalized memory QA spanning ~4 years of multimodal data (images, videos, emails). Features refer…☆49Jun 28, 2026Updated last week
- Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks☆84May 7, 2026Updated 2 months ago
- ☆22Dec 19, 2025Updated 6 months ago
- STI-Bench : Are MLLMs Ready for Precise Spatial-Temporal World Understanding?☆39Jan 12, 2026Updated 5 months ago
- [AAAI 2026] AutoTool: Efficient Tool Selection for Large Language Model Agents☆37Dec 28, 2025Updated 6 months ago
- ☆10Nov 21, 2023Updated 2 years ago
- [ECCV'24] Official Implementation of Autoregressive Visual Entity Recognizer.☆14Mar 2, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official Implementation for the paper: A Variational Framework for Improving Naturalness in Generative Spoken Language Models☆24Jun 18, 2025Updated last year
- [ICCV 2025] VLM4D: Towards Spatiotemporal Awareness in Vision Language Models☆55Nov 20, 2025Updated 7 months ago
- CineTrans: Learning to Generate Videos with Cinematic Transitions via Masked Diffusion Models☆32Feb 3, 2026Updated 5 months ago
- code for A Large-scale Dataset for Audio-Language Representation Learning☆14Sep 18, 2024Updated last year
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆1,074May 12, 2026Updated last month
- The official repository of MM-R5☆30Jun 22, 2025Updated last year
- This repository includes the official implementation of our paper "Grouping First, Attending Smartly: Training-Free Acceleration for Diff…☆55May 21, 2025Updated last year
- ☆256Apr 9, 2026Updated 3 months ago
- ☆14May 26, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 李宏毅机器学习2021笔记☆14Nov 27, 2022Updated 3 years ago
- Official repo for "TC-AE: Unlocking Token Capacity for Deep Compression Autoencoders"☆24Apr 9, 2026Updated 3 months ago
- ☆55Feb 9, 2026Updated 5 months ago
- ☆168Mar 18, 2026Updated 3 months ago
- ☆19May 19, 2024Updated 2 years ago
- Registration of 3D point clouds☆29May 15, 2025Updated last year
- Enterprise AI Security Platform - Real-time firewall protection for LLM applications against prompt injection, data leakage, and function…☆23Sep 14, 2025Updated 9 months ago