datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tool-reasoning-sft-MEMORY-mem_agent-sft-data-cleaned-rectified-408k
mem_agent-sft-data-cleaned-rectified
Multi-turn long-context memory-agent SFT dataset with explicit reasoning traces, structured tool calls, and sequential chunk-processing sub-chains.
Schema
Column
Type
Description
messages
string (JSON)
JSON-serialized list of {role, content} dicts. Roles: system, user, reasoning, tool_call, tool_output, answer
core_chain_OR_subcall
string
"core_chain" (full orchestration trace) or "subcall" (single chunk-processing step)… See the full description on the dataset page: https://huggingface.co/datasets/AmanPriyanshu/tool-reasoning-sft-MEMORY-mem_agent-sft-data-cleaned-rectified-408k.long-horizon-agent-memory
Long-Horizon Agent-Memory Benchmark
A benchmark for evaluating agent memory and long-horizon consistency. Each case is an
event stream (a multi-step conversation/trajectory) overlaid with stages that probe
individual memory capabilities, each carrying a failure-mode label.
Structure (40 cases, 288 stages)
events[] — the full incremental event stream (one record per line in cases.jsonl).
stages[] — a sparse scoring overlay: each stage has a capability, a probe… See the full description on the dataset page: https://huggingface.co/datasets/HieuNguyenDang/long-horizon-agent-memory.emgena_agent_vector_memory_leak_guard_mcp_teaser
🚀 Emgena Agent Vector Memory & GraphRAG Desync MCP (Turnkey MCP Plugin & Teaser)
⚡ Official Free Evaluation Teaser (50 Verified Scenarios)🏆 Get the Full Turnkey MCP Plugin & Production Master Package (1,000 Samples) on Gumroad:👉 Purchase Turnkey MCP Plugin on Gumroad🏷️ Use coupon code LAUNCH20 for 20 € off at checkout!
🌟 Plugin Overview & Features
Turnkey Semantic Drift Quarantine, Episodic Memory Decay Checker & Vector Hallucination Guard for Cursor &… See the full description on the dataset page: https://huggingface.co/datasets/emgena/emgena_agent_vector_memory_leak_guard_mcp_teaser.mem_agent-model_based-rl-memoryagent-7b-ruler-qa-test-c27000-t1024-10s-agnosticagent-memory-graph
Agent Memory Graph
Unified knowledge graph combining structured entity data from mcp-agents-ark and semantic content from mempalace (ChromaDB vector store). Sanitized for public release.
Usage
from datasets import load_dataset
# Unified (27 cols) — use this for most training tasks
ds = load_dataset("Ev3lynx727/agent-memory-graph", "unified", split="train")
# Ark entities only (12 cols) — structured entity graph
ds_ark =… See the full description on the dataset page: https://huggingface.co/datasets/Ev3lynx727/agent-memory-graph.mem_agent-model_based-rl-memoryagent-7b-ruler-qa-test-c2048-t1024-10s-agnostic-nocontextmem_agent-bertscore-rl-memoryagent-14b-docfinqa-train-c4096-t4096-1000s-agnosticmem_agent-model_based-rl-memoryagent-14b-infbench-longbook-qa-test-c31000-t4096-1000s-agnosticmem_agent-model_based-rl-memoryagent-7b-barexamqa-train-c32000-t128-1000s-agnosticmem_agent-model_based-rl-memoryagent-7b-infbench-code-debug-test-c8192-t4096-1000s-a-fullcontextmem_agent-model_based-rl-memoryagent-14b-triviaqa-llama-memorization-val-c27000-t2048-1000s-agnomem_agent-model_based-rl-memoryagent-7b-ruler-qa-test-c2048-t1024-10s-agnosticstrl-main-ec-clawbench_flawedflowed-gc-claude_query-mc-claude_agent_sonnet-rbc-memory_bm-r0mem_agent-model_based-rl-memoryagent-14b-infbench-longbook-qa-test-c8192-t4096-10s-agnosticmem_agent-model_based-rl-memoryagent-7b-infbench-code-debug-test-c8192-t4096-10s-agn-nocontextstrl-main-ec-clawbench_default-gc-claude_query-mc-claude_agent_sonnet-rbc-memory_bm25-s-r0mem_agent-bertscore-rl-memoryagent-14b-housingqa-test-c256-t256-20s-agnosticmem_agent-bertscore-rl-memoryagent-14b-housingqa-test-c512-t256-1000s-agnosticmem_agent-bertscore-rl-memoryagent-14b-barexamqa-train-c256-t128-20s-agnosticmem_agent-bertscore-rl-memoryagent-14b-gsminf-ops_6-c4096-t2048-20s-agnosticmem_agent-model_based-rl-memoryagent-14b-triviaqa-llama-memorization-val-c4096-t2048-1000s-agnosmem_agent-model_based-rl-memoryagent-7b-barexamqa-train-c256-t128-1000s-agnostic-nocontextmem_agent-model_based-rl-memoryagent-7b-infbench-code-debug-test-c31000-t4096-1000s-agnosticmem_agent-model_based-rl-memoryagent-7b-infbench-code-debug-test-c8192-t4096-1000s-agnosticmem_agent-model_based-rl-memoryagent-7b-triviaqa-val-c4096-t2048-20s-agnosticmem_agent-model_based-rl-memoryagent-7b-infbench-code-debug-test-c27000-t4096-10s-agnosticmem_agent-model_based-rl-memoryagent-7b-docfinqa-train-c4096-t4096-10s-agnostic-nocontextmem_agent-model_based-rl-memoryagent-7b-barexamqa-train-c27000-t128-1000s-agnosticmem_agent-bertscore-rl-memoryagent-14b-barexamqa-train-c1024-t256-20s-agnosticmem_agent-bertscore-rl-memoryagent-14b-barexamqa-train-c256-t256-20s-agnostic