From 9820dca69298b3ae4b9e9807e0e2472b6c55089d Mon Sep 17 00:00:00 2001 From: Kuntai Du Date: Thu, 31 Jul 2025 18:26:20 -0700 Subject: [PATCH 1/5] change Signed-off-by: Kuntai Du --- _posts/2024-07-31-cachegen.md | 95 +++++++++++++++++++++++++++++++++++ 1 file changed, 95 insertions(+) create mode 100644 _posts/2024-07-31-cachegen.md diff --git a/_posts/2024-07-31-cachegen.md b/_posts/2024-07-31-cachegen.md new file mode 100644 index 0000000..ebabc79 --- /dev/null +++ b/_posts/2024-07-31-cachegen.md @@ -0,0 +1,95 @@ +--- +layout: post +title: "CacheGen: Storing your KV cache into persistent store while loading blazingly fast!" +thumbnail-img: /assets/img/cachegen.png +share-img: /assets/img/cachegen.png +author: Kuntai Du +image: /assets/img/cachegen.png +--- + +**TL;DR:** 🚀 CacheGen lets you store and load LLM KV cache from S3 (or any storage), with **3–4× faster loading** and **4× less bandwidth** than quantization. Stop recomputing—get faster first-token times and smoother LLM serving, even at cloud scale! + +--- + +## Why CacheGen? + +Modern LLMs rely on long contexts, but reprocessing those every time is slow and wastes compute. +**CacheGen** lets you **persist** the KV cache to remote storage (S3, disk, etc.), and **load it back—way faster than recomputing from text**. Perfect for multi-user, distributed, or bursty workloads. + +--- + +## Key Results 📊 + + +| System | Mean TTFT (ms) | Mean TPOT (ms) | +|-----------------------|:--------------:|:--------------:| +| **LMCache + CacheGen**| **737** | **47.7** | +| Naive vLLM | 4,355 | 247.6 | +| Fireworks | 2,353 | 664.7 | +| DeepInfra | 2,949 | 79.0 | +| Baseten | 113,239 | 174.9 | + +- **CacheGen cuts Time-To-First-Token (TTFT) by up to 6× compared to naive vLLM.** +- **Drastically reduces generation latency per token (TPOT).** + +- **CacheGen cuts Time-To-First-Token (TTFT) by up to 6×.** +- **Saves up to 4× bandwidth** vs. quantized KV cache. +- Keeps decoding fast; decode overhead is negligible. + +--- + +## How Does It Work? + +- **Compress:** CacheGen encodes and compresses the KV cache (using custom quantization and coding, inspired by video codecs). +- **Stream:** Loads KV cache in chunks; adapts compression live based on bandwidth/SLA. +- **Persist:** Store to S3, disk, or anywhere. Cold starts and multi-node serving are now instant. +- **Fallback:** If bandwidth drops, CacheGen can fallback to text recompute—always the fastest path. + +--- + +## Quick Start 🛠️ + +```bash +uv pip install vllm +uv pip install lmcache + +# Start cache server +lmcache_server localhost 65434 + +# Start vLLM+LMCache servers (example config below) +LMCACHE_CONFIG_FILE=example.yaml CUDA_VISIBLE_DEVICES=2 vllm serve meta-llama/Llama-3.1-8B-Instruct --gpu-memory-utilization 0.8 --port 8020 --kv-transfer-config '{"kv_connector":"LMCacheConnectorV1", "kv_role":"kv_both"}' +``` + +example.yaml +```yaml +chunk_size: 2048 +local_cpu: False +remote_url: "lm://localhost:65434" +remote_serde: "cachegen" +``` + + +Benchmark and more examples in CacheGen GitHub. + +## Why Use CacheGen? + +Persistent KV cache: Never pay cold-start penalty again. + +Fast context reuse: Instantly load multi-GB context, even from S3. + +Cloud & multi-node ready: No need for fast interconnects. + +Plug-and-play: Integrates with vLLM, LangChain, your stack. + +Stop wasting GPU cycles on recompute. Store, stream, and serve context—faster than ever. + +## Try It Now! +LMCache GitHub + +LMIgnite platform + +CacheGen Paper (SIGCOMM'24) + +Join our Slack + +**CacheGen: persistent, streaming context for fast, scalable LLMs—the LMCache Lab way!** 🚀 \ No newline at end of file From 46597146185df690c7c9f612e2611a84cd471da7 Mon Sep 17 00:00:00 2001 From: Kuntai Du Date: Fri, 1 Aug 2025 16:29:19 -0700 Subject: [PATCH 2/5] updatae cachegen Signed-off-by: Kuntai Du --- _posts/2024-07-31-cachegen.md | 50 +++++++++++------------------------ 1 file changed, 15 insertions(+), 35 deletions(-) diff --git a/_posts/2024-07-31-cachegen.md b/_posts/2024-07-31-cachegen.md index ebabc79..7515ca4 100644 --- a/_posts/2024-07-31-cachegen.md +++ b/_posts/2024-07-31-cachegen.md @@ -1,20 +1,22 @@ --- layout: post -title: "CacheGen: Storing your KV cache into persistent store while loading blazingly fast!" +title: "CacheGen: Storing your KV cache to disk and AWS S3 while loading blazingly fast!" thumbnail-img: /assets/img/cachegen.png share-img: /assets/img/cachegen.png author: Kuntai Du image: /assets/img/cachegen.png --- -**TL;DR:** 🚀 CacheGen lets you store and load LLM KV cache from S3 (or any storage), with **3–4× faster loading** and **4× less bandwidth** than quantization. Stop recomputing—get faster first-token times and smoother LLM serving, even at cloud scale! +**TL;DR:** 🚀 CacheGen allows you to quickly load KV caches from disk or even from AWS S3 storage! It compresses your KV cache 3x smaller compared to quantization, while still allow you generating high-quality responses. Stop recomputing—get faster first-token times and smoother LLM serving at cloud scale! --- ## Why CacheGen? -Modern LLMs rely on long contexts, but reprocessing those every time is slow and wastes compute. -**CacheGen** lets you **persist** the KV cache to remote storage (S3, disk, etc.), and **load it back—way faster than recomputing from text**. Perfect for multi-user, distributed, or bursty workloads. +Modern LLMs rely on long contexts, but reprocessing those every time is slow and wastes compute. +Existing LLM engines like vLLM already supports caching these contexts (in the form of KV cache) in GPU memory (and with LMCache, in CPU memory). +But for your popular chatting applications and agentic applications, even GPU and CPU memory altogether may not be enough, but loading KV caches from storage devices like disk and AWS S3 is slow -- even slower than just recomputing the KV caches. +**CacheGen** lets you **store** the KV cache to remote storage (S3, disk, etc.), and **load it back —- way faster than recomputing from text**. Perfect for remembering the valuable contexts for all your users and agents. --- @@ -23,27 +25,21 @@ Modern LLMs rely on long contexts, but reprocessing those every time is slow and | System | Mean TTFT (ms) | Mean TPOT (ms) | |-----------------------|:--------------:|:--------------:| -| **LMCache + CacheGen**| **737** | **47.7** | +| **LMCache + CacheGen**| **737** | **47.7** | | Naive vLLM | 4,355 | 247.6 | | Fireworks | 2,353 | 664.7 | | DeepInfra | 2,949 | 79.0 | | Baseten | 113,239 | 174.9 | -- **CacheGen cuts Time-To-First-Token (TTFT) by up to 6× compared to naive vLLM.** -- **Drastically reduces generation latency per token (TPOT).** -- **CacheGen cuts Time-To-First-Token (TTFT) by up to 6×.** -- **Saves up to 4× bandwidth** vs. quantized KV cache. -- Keeps decoding fast; decode overhead is negligible. +Takeaway: **CacheGen cuts Time-To-First-Token (TTFT) by up to 3× compared to other baselines!** --- ## How Does It Work? -- **Compress:** CacheGen encodes and compresses the KV cache (using custom quantization and coding, inspired by video codecs). -- **Stream:** Loads KV cache in chunks; adapts compression live based on bandwidth/SLA. -- **Persist:** Store to S3, disk, or anywhere. Cold starts and multi-node serving are now instant. -- **Fallback:** If bandwidth drops, CacheGen can fallback to text recompute—always the fastest path. +- **Compress:** CacheGen encodes and compresses the KV cache (using residue coding and custom quantization). +- **Decompress:** High-performance CUDA kernel to quickly decompress KV caches. --- @@ -68,28 +64,12 @@ remote_url: "lm://localhost:65434" remote_serde: "cachegen" ``` +## Contact -Benchmark and more examples in CacheGen GitHub. +- **LMCache Github: [https://github.com/LMCache/LMCache](https://github.com/LMCache/LMCache)** +- **Chat with the Developers** **[Interest Form](https://forms.gle/mQfQDUXbKfp2St1z7)** +- **LMCache [slack](https://join.slack.com/t/lmcacheworkspace/shared_invite/zt-2viziwhue-5Amprc9k5hcIdXT7XevTaQ)** +- **vLLM Production-Stack [channel](https://vllm-dev.slack.com/archives/C089SMEAKRA)** -## Why Use CacheGen? - -Persistent KV cache: Never pay cold-start penalty again. - -Fast context reuse: Instantly load multi-GB context, even from S3. - -Cloud & multi-node ready: No need for fast interconnects. - -Plug-and-play: Integrates with vLLM, LangChain, your stack. - -Stop wasting GPU cycles on recompute. Store, stream, and serve context—faster than ever. - -## Try It Now! -LMCache GitHub - -LMIgnite platform - -CacheGen Paper (SIGCOMM'24) - -Join our Slack **CacheGen: persistent, streaming context for fast, scalable LLMs—the LMCache Lab way!** 🚀 \ No newline at end of file From 444eb536441fb41dc09a2a919fd786ac18ceddd3 Mon Sep 17 00:00:00 2001 From: Kuntai Du Date: Fri, 1 Aug 2025 17:12:36 -0700 Subject: [PATCH 3/5] update blog Signed-off-by: Kuntai Du --- ...-31-cachegen.md => 2025-07-31-cachegen.md} | 30 ++++++++++-------- assets/img/cachegen.png | Bin 0 -> 212824 bytes 2 files changed, 17 insertions(+), 13 deletions(-) rename _posts/{2024-07-31-cachegen.md => 2025-07-31-cachegen.md} (50%) create mode 100644 assets/img/cachegen.png diff --git a/_posts/2024-07-31-cachegen.md b/_posts/2025-07-31-cachegen.md similarity index 50% rename from _posts/2024-07-31-cachegen.md rename to _posts/2025-07-31-cachegen.md index 7515ca4..a96447f 100644 --- a/_posts/2024-07-31-cachegen.md +++ b/_posts/2025-07-31-cachegen.md @@ -1,28 +1,33 @@ --- layout: post -title: "CacheGen: Storing your KV cache to disk and AWS S3 while loading blazingly fast!" +title: "CacheGen: Store Your KV Cache on Disk or S3—Load Blazingly Fast!" thumbnail-img: /assets/img/cachegen.png share-img: /assets/img/cachegen.png author: Kuntai Du image: /assets/img/cachegen.png --- -**TL;DR:** 🚀 CacheGen allows you to quickly load KV caches from disk or even from AWS S3 storage! It compresses your KV cache 3x smaller compared to quantization, while still allow you generating high-quality responses. Stop recomputing—get faster first-token times and smoother LLM serving at cloud scale! +**TL;DR:** 🚀 CacheGen lets you store KV caches on disk or AWS S3 and load them *way* faster than recomputing! It compresses your KV cache up to **3× smaller than quantization** while keeping response quality high. Stop wasting compute—get instant first-token times and smooth LLM serving at cloud scale. + +
+comparison +

CacheGen slashes KV cache loading time from disk.

+
--- ## Why CacheGen? -Modern LLMs rely on long contexts, but reprocessing those every time is slow and wastes compute. -Existing LLM engines like vLLM already supports caching these contexts (in the form of KV cache) in GPU memory (and with LMCache, in CPU memory). -But for your popular chatting applications and agentic applications, even GPU and CPU memory altogether may not be enough, but loading KV caches from storage devices like disk and AWS S3 is slow -- even slower than just recomputing the KV caches. -**CacheGen** lets you **store** the KV cache to remote storage (S3, disk, etc.), and **load it back —- way faster than recomputing from text**. Perfect for remembering the valuable contexts for all your users and agents. +Modern LLMs use long contexts, but reprocessing these every time is slow and resource-intensive. +While engines like vLLM (and LMCache) can cache contexts in GPU and CPU memory, that’s not enough for many chat or agent workloads—**hot contexts quickly outgrow memory**. + +Storing and loading KV caches from disk or S3 is usually even slower than recomputing them from text! +**CacheGen fixes this**: you can persist KV caches to any storage (S3, disk, etc.) and reload them *much* faster than a fresh prefill. Perfect for keeping valuable context for all your users and agents—without the cold-start penalty. --- ## Key Results 📊 - | System | Mean TTFT (ms) | Mean TPOT (ms) | |-----------------------|:--------------:|:--------------:| | **LMCache + CacheGen**| **737** | **47.7** | @@ -31,15 +36,14 @@ But for your popular chatting applications and agentic applications, even GPU an | DeepInfra | 2,949 | 79.0 | | Baseten | 113,239 | 174.9 | - -Takeaway: **CacheGen cuts Time-To-First-Token (TTFT) by up to 3× compared to other baselines!** +**Takeaway:** CacheGen cuts Time-To-First-Token (TTFT) by up to **3×** compared to other baselines, and reduces per-token latency, too. --- ## How Does It Work? -- **Compress:** CacheGen encodes and compresses the KV cache (using residue coding and custom quantization). -- **Decompress:** High-performance CUDA kernel to quickly decompress KV caches. +- **Compress:** CacheGen encodes KV cache with custom quantization and residue coding—making files up to 3× smaller than quantized tensors. +- **Decompress:** Fast CUDA kernels restore the cache in milliseconds, right into GPU memory. --- @@ -52,9 +56,9 @@ uv pip install lmcache # Start cache server lmcache_server localhost 65434 -# Start vLLM+LMCache servers (example config below) +# Start vLLM+LMCache server (using CacheGen) LMCACHE_CONFIG_FILE=example.yaml CUDA_VISIBLE_DEVICES=2 vllm serve meta-llama/Llama-3.1-8B-Instruct --gpu-memory-utilization 0.8 --port 8020 --kv-transfer-config '{"kv_connector":"LMCacheConnectorV1", "kv_role":"kv_both"}' -``` + example.yaml ```yaml diff --git a/assets/img/cachegen.png b/assets/img/cachegen.png new file mode 100644 index 0000000000000000000000000000000000000000..81e70c52676b287b1120c6c28ce6a777e3344291 GIT binary patch literal 212824 zcmeFZby$>L*ewnSf`lLfDhh%aG=kC{5=sm)#30SkrF08QiG-vyNDmC%DIkI%-Hjk6 z-3`C}_d3U@xtWOf8TY7}5ceYPjmkUnvqb!$L(&FtO9# zOkyu#hmwjB(A45_iILJoT)!aN9L&sE;ZXRBNQ+!?<<;<&=Egh2$KL*Li&!aE+TzH% 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zspkxw6w9a*X>9^u{CffxL2>8uD`IVCX!%EiKC9PfG=J$mgZRS1L$i$gxH*{V-R5gx z5|dc$%)ktzdPl21H0efFuoD?A{u^eU2FwyR6CVOODmN$^SmSP9$lL~)Yg?RM^}@EBIje+xMr@;w#o1x2Cz8)h&3e(m99BML zlz!FcZL$CICmFJWmB%1D$>-++f#P(N^di!?d7Iv4szPj4`Fu48I)jn}5>{nNt l6{lab+9&x-lhxD<(i^s()m?k>l9uNAVYkn&TKBNze*v*6%A5cI literal 0 HcmV?d00001 From a11b753030c42d347fb3b25448268663a0c62871 Mon Sep 17 00:00:00 2001 From: Kuntai Du Date: Mon, 4 Aug 2025 09:01:50 -0700 Subject: [PATCH 4/5] edit Signed-off-by: Kuntai Du --- _posts/2025-07-31-cachegen.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/_posts/2025-07-31-cachegen.md b/_posts/2025-07-31-cachegen.md index a96447f..7bc8160 100644 --- a/_posts/2025-07-31-cachegen.md +++ b/_posts/2025-07-31-cachegen.md @@ -7,11 +7,11 @@ author: Kuntai Du image: /assets/img/cachegen.png --- -**TL;DR:** 🚀 CacheGen lets you store KV caches on disk or AWS S3 and load them *way* faster than recomputing! It compresses your KV cache up to **3× smaller than quantization** while keeping response quality high. Stop wasting compute—get instant first-token times and smooth LLM serving at cloud scale. +**TL;DR:** 🚀 CacheGen lets you store KV caches on disk or AWS S3 and load them *way* faster than recomputing! It compresses your KV cache up to **3× smaller than quantization** so that you can load your KV cache blazingly fast while keeping response quality high. Stop wasting compute --- use CacheGen to fully utilize your storage and get instant first-token speedup!
comparison -

CacheGen slashes KV cache loading time from disk.

+

CacheGen reduces KV cache loading time from disk.

--- @@ -19,9 +19,9 @@ image: /assets/img/cachegen.png ## Why CacheGen? Modern LLMs use long contexts, but reprocessing these every time is slow and resource-intensive. -While engines like vLLM (and LMCache) can cache contexts in GPU and CPU memory, that’s not enough for many chat or agent workloads—**hot contexts quickly outgrow memory**. +While engines like vLLM (and LMCache) can cache contexts in GPU and CPU memory, that’s not enough for many chat or agent workloads—**hot contexts are a lot and GPU & CPU memory alone are not enough** --- we need to use disk and even S3 to store all KV caches. -Storing and loading KV caches from disk or S3 is usually even slower than recomputing them from text! +However, storing and loading KV caches from disk or S3 is usually even slower than recomputing them from text! **CacheGen fixes this**: you can persist KV caches to any storage (S3, disk, etc.) and reload them *much* faster than a fresh prefill. Perfect for keeping valuable context for all your users and agents—without the cold-start penalty. --- @@ -58,9 +58,10 @@ lmcache_server localhost 65434 # Start vLLM+LMCache server (using CacheGen) LMCACHE_CONFIG_FILE=example.yaml CUDA_VISIBLE_DEVICES=2 vllm serve meta-llama/Llama-3.1-8B-Instruct --gpu-memory-utilization 0.8 --port 8020 --kv-transfer-config '{"kv_connector":"LMCacheConnectorV1", "kv_role":"kv_both"}' +``` -example.yaml +example.yaml: ```yaml chunk_size: 2048 local_cpu: False From 59ed85f692e7e18b41028c826ef991e761bf2eb1 Mon Sep 17 00:00:00 2001 From: Kobe Chen Date: Fri, 8 Aug 2025 15:43:16 -0700 Subject: [PATCH 5/5] Update 2025-07-31-cachegen.md --- _posts/2025-07-31-cachegen.md | 24 +++++++++++++++++++++--- 1 file changed, 21 insertions(+), 3 deletions(-) diff --git a/_posts/2025-07-31-cachegen.md b/_posts/2025-07-31-cachegen.md index 7bc8160..3da7070 100644 --- a/_posts/2025-07-31-cachegen.md +++ b/_posts/2025-07-31-cachegen.md @@ -3,11 +3,11 @@ layout: post title: "CacheGen: Store Your KV Cache on Disk or S3—Load Blazingly Fast!" thumbnail-img: /assets/img/cachegen.png share-img: /assets/img/cachegen.png -author: Kuntai Du +author: Kuntai Du, Kobe image: /assets/img/cachegen.png --- -**TL;DR:** 🚀 CacheGen lets you store KV caches on disk or AWS S3 and load them *way* faster than recomputing! It compresses your KV cache up to **3× smaller than quantization** so that you can load your KV cache blazingly fast while keeping response quality high. Stop wasting compute --- use CacheGen to fully utilize your storage and get instant first-token speedup! +**TL;DR:** 🚀 [CacheGen](https://arxiv.org/abs/2310.07240) lets you store KV caches on disk or AWS S3 and load them *way* faster than recomputing! It compresses your KV cache up to **3× smaller than quantization** so that you can load your KV cache blazingly fast while keeping response quality high. Stop wasting compute --- use CacheGen to fully utilize your storage and get instant first-token speedup!
comparison @@ -69,6 +69,24 @@ remote_url: "lm://localhost:65434" remote_serde: "cachegen" ``` +## Citation + +If you use CacheGen in your research, please cite our paper: + +```bibtex +@misc{liu2024cachegenkvcachecompression, + title={CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving}, + author={Yuhan Liu and Hanchen Li and Yihua Cheng and Siddhant Ray and Yuyang Huang and Qizheng Zhang and Kuntai Du and Jiayi Yao and Shan Lu and Ganesh Ananthanarayanan and Michael Maire and Henry Hoffmann and Ari Holtzman and Junchen Jiang}, + year={2024}, + eprint={2310.07240}, + archivePrefix={arXiv}, + primaryClass={cs.NI}, + url={https://arxiv.org/abs/2310.07240}, +} +``` + +**Paper:** [CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving](https://arxiv.org/abs/2310.07240) + ## Contact - **LMCache Github: [https://github.com/LMCache/LMCache](https://github.com/LMCache/LMCache)** @@ -77,4 +95,4 @@ remote_serde: "cachegen" - **vLLM Production-Stack [channel](https://vllm-dev.slack.com/archives/C089SMEAKRA)** -**CacheGen: persistent, streaming context for fast, scalable LLMs—the LMCache Lab way!** 🚀 \ No newline at end of file +**CacheGen: persistent, streaming context for fast, scalable LLMs—the LMCache Lab way!** 🚀