Dataset · Hugging Face

sammshen/lmcache-agentic-traces

Name: lmcache-agentic-traces
Creator: sammshen
License: cc-by-4.0
Keywords: task_categories:text-generation, license:cc-by-4.0, size_categories:10K<n<100K, format:parquet, format:optimized-parquet, modality:tabular, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, region:us, kv-cache, llm-serving, agentic

LMCache Agentic Dataset Collection A curated dataset collection of 787 multi-turn agentic LLM sessions (24,881 total LLM iterations) designed for benchmarking stateful LLM serving systems. Every session exhibits at least 5 turns with prefix growth and builds to at least 10K tokens of context — making it ideal for evaluating tiered KV Cache solutions like LMCache. Motivation Modern LLM agents (coding assistants, research agents, tool-calling systems) make dozens of… See the full description on the dataset page: https://huggingface.co/datasets/sammshen/lmcache-agentic-traces.

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Author / organization	sammshen
License (as declared)	cc-by-4.0
Downloads	2.5K (as reported by Hugging Face)
Likes	17
Created	29 March 2026
Last updated at source	2 June 2026

kv-cachellm-servingagenticmulti-turntracesbenchmark

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