memory
Datasets
All datasets matching “memory”llm-memoryThis repository contains the results of all experiments (inlcuding every single hyperparameter run) reported in the following paper:
Orhan AE (2023) Recognition, recall, and retention of few-shot memories in large language models. arXiv:2303.17557.
A brief description of the directories included in this repository:
evals: contains the results of all recognition experiments
recalls: contains the results of all recall experiments
re-evals: contains the results of all recognition experiments… See the full description on the dataset page: https://huggingface.co/datasets/eminorhan/llm-memory.memoryarena
MemoryArena Dataset
Overview
This dataset contains structured multi-session agentic tasks with question [list], answer [list] with necessary background context. Each row in the jsonl represents a agentic task [dict] with multiple subtasks, their corresponding answers, and background information.
Dataset Structure
Each line in the JSONL file is a dictionary with the following fields:
id (int): Unique identifier for each agentic task entry
questions… See the full description on the dataset page: https://huggingface.co/datasets/ZexueHe/memoryarena.MemoryAgentBench
🚧 Update
(Sep 29th, 2025) We updated our paper, where we removed some in-efficient and high-cost samples. We also added a sub-sample of DetectiveQA.
(July 7th, 2025) We released the initial version of our datasets.
(July 22nd, 2025) We modify the datasets slightly, adding the keypoints in LRU and change the uuid into qa_pair_ids. The question_ids is only used in Longmemeval task.
(July 26th, 2025) We fixed bug on qa_pair_ids.
(Aug.5th, 2025) We removed the… See the full description on the dataset page: https://huggingface.co/datasets/ai-hyz/MemoryAgentBench.RPent-memory
RPent Memory
Memory dataset used by RPent.
Memory is organized per robot with a shared contract:
<robot>/
├── MEMORY.md
├── global/
├── suite/
└── task_only/
├── <cell>.json
├── <cell>_recipe.jsonl
└── <task_key>.md
Each robot provides the layers it uses. RoboCasa requires its global file
when running with the default task-global policy.
Current layout:
libero/
├── MEMORY.md
├── global/
├── suite/
├── task_only/
└── task_card/
robocasa/
├── task_only/
└── global/… See the full description on the dataset page: https://huggingface.co/datasets/RLinf/RPent-memory.MuSiQuelldms-associative-memory-samples
LLDMs Associative Memory — Generated Samples
Model-generated text for the paper:
Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data
Bao Pham, Mohammed J. Zaki, Luca Ambrogioni, Dmitry Krotov, Matteo Negri
Accepted to EMNLP 2026 (Main Conference).
arXiv:2604.26841 · paper · code · checkpoints
29.5 million generated sequences (~3.8B tokens) sampled from the released checkpoints — one
generation run per (model size, training-set fraction). These… See the full description on the dataset page: https://huggingface.co/datasets/lemoncmd/lldms-associative-memory-samples.