From c3a428eed93535fb18811cd540631a54f7389504 Mon Sep 17 00:00:00 2001 From: Chaitanya Nuthalapati Date: Mon, 24 Aug 2026 12:26:22 -0700 Subject: [PATCH 1/3] Add blog post on KV caching for LLM inference with Valkey Adds a Technical Deep Dive on using Valkey as a shared L2 KV cache tier for LLM inference, behind vLLM and LMCache. The post covers why the GPU-memory (L0) and host-memory (L1) tiers evict under real traffic, what a shared external tier changes, a five-step setup on the open-source stack, benchmark results on Llama-3.1-70B across two GPU nodes, and sizing and tuning guidance. Scheduled with draft = true and date = 2026-09-03. 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zaKJwRf$uoPg^|>Ot?jaCB(GF5*w}?wBO0o>4&Ez5Jk?}lPSQ07;^f4-YJgD96q?xJ zQ*yNW4~|g*Kw!Kew7y5I(bp$DjO6NCsKfruVd$#|9BpvLn3Ep%L9?0%5?cJqIT>4? z1ATlv9C4io@g(k8tMfx7H9{|a1CwPbP +``` + +For an ungated model that runs on a single GPU, use `vllm serve Qwen/Qwen2.5-7B-Instruct`. +You can use the `tensor-parallel-size` parameter to shard a larger model across multiple GPUs. + +**Step 1. Create a Valkey cache.** +Start a Valkey server with the command below. +For more storage capacity or read bandwidth, run Valkey in cluster mode and add shards. + +```bash +docker run -d -p 6379:6379 valkey/valkey --maxmemory 100gb --maxmemory-policy allkeys-lru +``` + +Place the Valkey cache close to your GPU hosts for the lowest latency. +For production traffic, use a managed cluster-mode cache, and see the best practices below for sizing, instance family, and placement. + +**Step 2. Set up LMCache and the Valkey GLIDE client.** +The open-source [LMCache](https://github.com/LMCache/LMCache) framework integrates with your inference engine and ships a `ValkeyConnector` built on the [Valkey GLIDE](https://github.com/valkey-io/valkey-glide) client. +LMCache manages the cache tiers, keeping active sessions in GPU and host memory and moving colder ones to the remote cache. +Valkey GLIDE carries optimizations that move KV-cache-sized payloads efficiently, which matters for the multi-gigabyte transfers between your GPU and the cache. + +```bash +pip install "lmcache>=0.5.1" "valkey-glide-sync>=2.5.1" +``` + +**Step 3. Point LMCache at your Valkey cache.** +Create an `lmcache.yaml` file that points LMCache at your Valkey endpoint. +The file also sets how much host memory to use for the local tier. + +```yaml +chunk_size: 256 +local_cpu: true +max_local_cpu_size: 1000 # GB of host RAM for the local tier +remote_url: "valkey://:6379" +remote_serde: "naive" # raw KV on the wire, no compression +extra_config: + valkey_mode: cluster # set to cluster if running Valkey in cluster mode + valkey_num_workers: 16 # connector threads on the L2 path + valkey_enable_ttl: true + valkey_ttl_sec: 86400 # long TTL, keeps keys evictable and outlasts the reuse window +``` + +See the best practices section below for sizing and tuning guidance. +For the full configuration reference, visit the LMCache [Valkey backend docs](https://docs.lmcache.ai/kv_cache/storage_backends/valkey.html). + +**Step 4. Launch vLLM with the LMCache connector.** + +```bash +LMCACHE_CONFIG_FILE=lmcache.yaml vllm serve \ + --kv-transfer-config '{"kv_connector":"LMCacheConnectorV1","kv_role":"kv_both"}' +``` + +That is it. +Returning conversations now load their KV from Valkey instead of recomputing it on the GPU. +vLLM exposes an OpenAI-compatible API, so point any OpenAI client or a plain curl call at your inference host and port. + +```bash +curl http://:/v1/chat/completions \ + -H "Content-Type: application/json" \ + -d '{ + "model": "", + "messages": [{"role": "user", "content": "Explain distributed KV caching!"}] + }' +``` + +**Step 5. Confirm the cache is being used.** +A reply proves the model works, not that the cache is engaged, and a misconfigured L2 fails silently and simply recomputes every prompt. +Check the worker logs for both the write and the read path, and check vLLM for a non-zero external hit rate. + +```text +LMCache INFO: Stored 256 out of total 256 tokens ... +LMCache INFO: Retrieved 256 out of 256 required tokens ... +External prefix cache hit rate: 0.9% +``` + +A repeated `LMCache is unhealthy, skipping store operation` means the connector cannot reach the cache, so check the endpoint, the security group, and `valkey_mode`. +From the cache side, watch the key count grow as requests flow with `valkey-cli -h -p 6379 DBSIZE`. + +## Performance and results + +We recreated what a busy production fleet looks like. +**100 concurrent conversations that keep growing** (12K to 28K tokens of context) arrived at 8 requests per second across **two GPU nodes** (8 H100 each) serving **Llama-3.1-70B** with vLLM plus LMCache. +The only difference between the two arms was whether a shared L2 on Valkey, a right-sized three-shard cluster in the same Availability Zone, was attached. +The traffic is synthetic but shaped like production multi-turn chat, so every turn appends to the history and nothing is truncated. +The three-shard cluster sustained about 7.4 GB/s of reads, peaking near 9.4 GB/s, without a single throttled command, and with headroom to scale by adding shards. + +![Benchmark architecture: two GPU nodes sharing a three-shard Valkey cluster as the L2 KV cache tier](architecture_slide9.png) + +The architecture is two vLLM nodes, each with its own GPU and host memory tiers, both pointed at one Valkey cluster over the same-AZ network. +A cache-aware router sits in front of the two nodes and directs each request toward the node most likely to hold its prefix. + +Four numbers tell the story, and each is something your users or your finance team would notice. +**Requests served** is how much traffic the same fleet handles. +**Time to first token** is how long a user stares at a blank screen. +**Reply streaming speed** is how quickly words appear once a reply starts. +**Recompute share** is how much of the GPUs' prompt work went to re-reading old context. + +| What you would notice | Without L2 (L0 and L1 only) | With Valkey L2 | +| --- | --- | --- | +| Requests served in 20 min, same 2 nodes | 3,692 | **4,631 (+25%)** | +| Output tokens produced | baseline | **+28%** | +| Reply streaming speed | 11.9 tok/s | **24.8 tok/s (about 2.1×)** | +| First token, while the fleet has headroom (context under 16K) | 8.5 s | **0.13 s** | +| GPU time spent re-reading old context | about 10% of prompt tokens | **about 1%** | + +That last row, recompute dropping from about 10% to about 1%, is what unlocks the rest. +The win is outsized because eviction hits hard. +A single returning conversation re-reads thousands of tokens on the GPU, which blocks every other request on that node for seconds. +The shared cache removes those blockages, and the whole fleet breathes. + +## Best practices + +**Size the cache to your KV working set.** +The KV footprint per token is `layers × KV heads × head_dim × bytes per element × 2`. +For [Llama-3.1-70B](https://huggingface.co/meta-llama/Llama-3.1-70B) in bf16 that is 80 × 8 × 128 × 2 B × 2, or about **0.33 MB per token**, and [FP8 KV](https://docs.vllm.ai/en/latest/features/quantization/quantized_kvcache.html) halves it by using 1 byte per element instead of 2. +Multiply by context length and by the number of conversations concurrently inside your reuse window, then add about 30% headroom. +In our run, 100 conversations growing to about 28K tokens peaked near 900 GB, which matched the 880 GB we measured, so we provisioned about 1.3 times that. +Check the flip side first, because if the whole working set already fits in GPU and host memory you do not need an L2 yet. + +**Scale shards for read bandwidth.** +Provision shards for aggregate read throughput, because a returning conversation pulls its whole KV history before the first new token, and a 20K-token chat is about 6.6 GB at 0.33 MB per token. +Each 16xlarge memory-optimized shard in our test added about 30 Gbps of network bandwidth and about 420 GB of memory. +Our three-shard cluster sustained **about 7.4 GB/s** of reads, peaking near 9.4 GB/s, against a ceiling near 11.25 GB/s, with zero throttled commands. +When your peaks approach the ceiling, add a shard. + +**Pick the instance family, the placement, and the transport.** +Prefer a **memory-optimized instance family**, because the L2 exists precisely because local memory is not enough, so RAM is the resource you are buying. +When we compared a memory-optimized family against a network-optimized one, the extra RAM per node won end to end, because fewer evictions and a higher hit rate beat faster per-fetch transfers. +Keep the cache in the **same Availability Zone** as the GPU fleet, because the L2 sits on the first-token path, so same-zone placement trims round-trip latency on every fetch. +Crossing zones adds latency and, on most clouds, a per-GB transfer charge in each direction. +The connector supports **TLS** (`tls_enable: true`). +KV chunks derive from user conversations, so turn TLS on when your security or compliance requirements call for encrypting them in transit, and budget for the CPU on both ends and the added per-fetch latency of encrypting multi-megabyte transfers. + +**Make sure every key is evictable, so either set the connector TTL or switch the eviction policy to all keys.** +A `volatile-lru` eviction policy evicts only keys that carry a TTL, and LMCache's key TTL is **off by default**, so an untouched setup fills to `maxmemory` and starts rejecting writes with out-of-memory errors. +Turn on the connector TTL (`valkey_enable_ttl: true`, see the settings table below), or on a cache dedicated to KV switch the policy to `allkeys-lru`, which is what we ran. + +**Route cache-aware.** +Pair the shared L2 with cache-aware routing so a returning conversation lands on the node that already holds its KV. +We run the open-source [vLLM Router](https://github.com/vllm-project/router) with `--policy cache_aware`. +It routes by prefix with no session ID required, and when a node runs hot it re-routes traffic away, which spreads load better than strict affinity and stays cheap, because the shared L2 loads the KV on the new node instead of recomputing it. +The same property helps when you scale the fleet, because a node you add or replace warms up from the L2 rather than recomputing every conversation. + +**Tune four connector knobs, because the rest of the defaults are fine.** + +| Setting | Value | Why | +| --- | --- | --- | +| `chunk_size` | `256` | A value of 512 nearly doubled recompute, from 12% to 20%, because KV is reused only in whole chunks, so coarser chunks lose more tokens at conversation boundaries. It is bounded above too, so keep the per-stored-value size (`chunk × KV-bytes/token ÷ TP`) well under about 32 MiB. Past glibc's mmap threshold, every retrieve page-faults its whole buffer and runs about 3 times slower | +| `valkey_num_workers` | `16` | Values of 16, 32, and 64 swept flat, and too small a pool starves under load | +| `remote_serde` | `naive` | The working serializer on 70B. To shrink KV, set the vLLM flag `--kv-cache-dtype fp8` instead, which halves the bytes per cached token at the same 97% to 98% hit rate | +| `valkey_enable_ttl` and `valkey_ttl_sec` | `true` and `86400` | Makes every key evictable, in LMCache 0.5.1 and later. Set the TTL to comfortably outlast your conversation reuse window | + +## Conclusion + +A returning conversation should be loaded, not recomputed. +GPU and host memory tiers always have a ceiling and evict under real traffic, so a shared Valkey L2 catches everything above that ceiling and serves it to any node in the fleet. +Measured on Llama-3.1-70B, the same two GPU nodes produced 28% more output tokens with replies streaming about 2× faster. +Getting there takes a handful of steps on the open-source stack you already run. + +**Get involved.** +If you are interested in open-weight LLMs, inference, or caching, contribute on the [Valkey](https://github.com/valkey-io/valkey) and [LMCache](https://github.com/LMCache/LMCache) repos. +Making Valkey a first-class KV cache means work to improve the LMCache connector, handle large KV objects, and improve the network transport. diff --git a/content/blog/2026-09-03-kv-caching-on-valkey/prefill_and_kv_cache_hit_no_annotation.png 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literal 0 HcmV?d00001 From 0f1ebe9ed967618cf15e4159cac5767e2bf8821a Mon Sep 17 00:00:00 2001 From: Chaitanya Nuthalapati Date: Mon, 24 Aug 2026 12:26:22 -0700 Subject: [PATCH 2/3] Add author file for Omer Rubinstein Signed-off-by: Chaitanya Nuthalapati --- content/authors/omerrubi.md | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 content/authors/omerrubi.md diff --git a/content/authors/omerrubi.md b/content/authors/omerrubi.md new file mode 100644 index 00000000..39617618 --- /dev/null +++ b/content/authors/omerrubi.md @@ -0,0 +1,7 @@ +--- +title: Omer Rubinstein +extra: + github: omerrubi-amzn +--- + +TODO: Omer to replace this line with a 1-2 paragraph bio before this branch is pushed, and to add a square photo at /assets/media/authors/omerrubi.jpg plus the matching `photo` key above. From d99ba1dbdd91c69512ebd56aba88851b36a4e0cc Mon Sep 17 00:00:00 2001 From: Chaitanya Nuthalapati Date: Mon, 24 Aug 2026 12:35:32 -0700 Subject: [PATCH 3/3] Record the Valkey version tested and finalize author bio Signed-off-by: Chaitanya Nuthalapati --- content/authors/omerrubi.md | 2 +- content/blog/2026-09-03-kv-caching-on-valkey/index.md | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/content/authors/omerrubi.md b/content/authors/omerrubi.md index 39617618..6e691ac2 100644 --- a/content/authors/omerrubi.md +++ b/content/authors/omerrubi.md @@ -4,4 +4,4 @@ extra: github: omerrubi-amzn --- -TODO: Omer to replace this line with a 1-2 paragraph bio before this branch is pushed, and to add a square photo at /assets/media/authors/omerrubi.jpg plus the matching `photo` key above. +Omer Rubinstein is a software engineer working on Valkey, focused on GLIDE and caching workloads. diff --git a/content/blog/2026-09-03-kv-caching-on-valkey/index.md b/content/blog/2026-09-03-kv-caching-on-valkey/index.md index 2235f303..508900c3 100644 --- a/content/blog/2026-09-03-kv-caching-on-valkey/index.md +++ b/content/blog/2026-09-03-kv-caching-on-valkey/index.md @@ -194,7 +194,8 @@ From the cache side, watch the key count grow as requests flow with `valkey-cli We recreated what a busy production fleet looks like. **100 concurrent conversations that keep growing** (12K to 28K tokens of context) arrived at 8 requests per second across **two GPU nodes** (8 H100 each) serving **Llama-3.1-70B** with vLLM plus LMCache. -The only difference between the two arms was whether a shared L2 on Valkey, a right-sized three-shard cluster in the same Availability Zone, was attached. +The only difference between the two arms was whether a shared L2 was attached, a right-sized three-shard **Valkey 9** cluster in the same availability zone. +We changed one setting away from the default, the eviction policy, for the reason explained under best practices below. The traffic is synthetic but shaped like production multi-turn chat, so every turn appends to the history and nothing is truncated. The three-shard cluster sustained about 7.4 GB/s of reads, peaking near 9.4 GB/s, without a single throttled command, and with headroom to scale by adding shards. @@ -240,7 +241,7 @@ When your peaks approach the ceiling, add a shard. **Pick the instance family, the placement, and the transport.** Prefer a **memory-optimized instance family**, because the L2 exists precisely because local memory is not enough, so RAM is the resource you are buying. When we compared a memory-optimized family against a network-optimized one, the extra RAM per node won end to end, because fewer evictions and a higher hit rate beat faster per-fetch transfers. -Keep the cache in the **same Availability Zone** as the GPU fleet, because the L2 sits on the first-token path, so same-zone placement trims round-trip latency on every fetch. +Keep the cache in the **same availability zone** as the GPU fleet, because the L2 sits on the first-token path, so same-zone placement trims round-trip latency on every fetch. Crossing zones adds latency and, on most clouds, a per-GB transfer charge in each direction. The connector supports **TLS** (`tls_enable: true`). KV chunks derive from user conversations, so turn TLS on when your security or compliance requirements call for encrypting them in transit, and budget for the CPU on both ends and the added per-fetch latency of encrypting multi-megabyte transfers.