MoreAgentsIsAllYouNeed / AgentForestView external linksLinks
We present the first systematic study on the scaling property of raw agents instantiated by LLMs. We find that performance scales with the increase in the number of agents, using the simple(st) way of sampling and voting. Our method is called Agent Forest, as a tribute to the classic Random Forest.
☆140Oct 8, 2024Updated last year
Alternatives and similar repositories for AgentForest
Users that are interested in AgentForest are comparing it to the libraries listed below
Sorting:
- MarketGPT: Developing a Pre-trained transformer (GPT) for Modeling Financial Time Series☆17Sep 5, 2025Updated 5 months ago
- ☆20Aug 30, 2025Updated 5 months ago
- Official Implementation of Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution☆66Dec 8, 2025Updated 2 months ago
- GPT prepping certificates of translation☆11Jan 27, 2024Updated 2 years ago
- A framework for few-shot evaluation of autoregressive language models.☆12Jul 14, 2025Updated 7 months ago
- ☆28Nov 10, 2025Updated 3 months ago
- ☆12Mar 5, 2025Updated 11 months ago
- Code for paper: "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines"☆11Oct 11, 2024Updated last year
- ☆30May 22, 2024Updated last year
- The official repository of "SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World".☆27Aug 20, 2025Updated 5 months ago
- MegaRAG: Multimodal Graph-based RAG☆33Sep 16, 2025Updated 4 months ago
- Home Assistant custom component of conversation agent. It uses OpenAI to control your devices.☆10Apr 14, 2025Updated 10 months ago
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆14Jun 6, 2025Updated 8 months ago
- Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding.☆13Nov 19, 2024Updated last year
- Public site of Russian-speaking AGI community☆13Updated this week
- ☆33Jan 25, 2026Updated 2 weeks ago
- ☆15Sep 22, 2023Updated 2 years ago
- A docker image containing changes applied to the ETKDG conformer generator workflow, with example scripts.☆11Jun 15, 2019Updated 6 years ago
- ☆36Feb 21, 2025Updated 11 months ago
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆32May 1, 2025Updated 9 months ago
- Enabling Mixed Opponent Strategy Script and Self-play on SMAC☆41Jul 24, 2025Updated 6 months ago
- Jax like function transformation engine but micro, microjax☆34Oct 25, 2024Updated last year
- exploring whether LLMs perform case-based or rule-based reasoning☆30Mar 2, 2024Updated last year
- KernelBench v2: Can LLMs Write GPU Kernels? - Benchmark with Torch -> Triton (and more!) problems☆21Jul 4, 2025Updated 7 months ago
- CS194-196 Course Project☆14Feb 20, 2025Updated 11 months ago
- ☆20Nov 20, 2024Updated last year
- This repository contains a LLM benchmark for the social deduction game `Resistance Avalon'☆139May 30, 2025Updated 8 months ago
- Deep Reasoning Translation (DRT) Project☆241Sep 1, 2025Updated 5 months ago
- ☆237Apr 23, 2024Updated last year
- [ACL 2025 Findings] Text2World: Benchmarking Large Language Models for Symbolic World Model Generation☆27Feb 25, 2025Updated 11 months ago
- Smart assistant in Telegram bot format for transcribing online meetings☆16Apr 1, 2024Updated last year
- ☆21Apr 2, 2025Updated 10 months ago
- Llama3开源模型中文版-全方位测评,基于SuperCLUE基准 | Llama3 Chinese Evaluation with SuperCLUE☆16Apr 21, 2024Updated last year
- ☆21Oct 25, 2024Updated last year
- [ICML 2025] Code for "R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts"☆19Mar 10, 2025Updated 11 months ago
- Work in progress.☆79Nov 25, 2025Updated 2 months ago
- [ACL 2025] An official pytorch implement of the paper: Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement☆40May 28, 2025Updated 8 months ago
- [NeurIPS 2024 D&B Track] GTA: A Benchmark for General Tool Agents☆134Mar 28, 2025Updated 10 months ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Mar 31, 2025Updated 10 months ago