From 07b5c0e41dd4d535d8b0433d8bbc7f8bc7143a8e Mon Sep 17 00:00:00 2001 From: ahao-anyscale Date: Mon, 20 Oct 2025 12:14:22 -0700 Subject: [PATCH 1/8] added docs Signed-off-by: ahao-anyscale --- .../serve/llm/images/all_models_startup.png | Bin 0 -> 169239 bytes .../serve/llm/images/llama70b_startup.png | Bin 0 -> 142591 bytes .../serve/llm/images/llama8b_startup.png | Bin 0 -> 124021 bytes .../serve/llm/images/qwen235b_startup.png | Bin 0 -> 142585 bytes .../serve/llm/user-guides/model-loading.md | 138 +++++++++++++++++- 5 files changed, 137 insertions(+), 1 deletion(-) create mode 100644 doc/source/serve/llm/images/all_models_startup.png create mode 100644 doc/source/serve/llm/images/llama70b_startup.png create mode 100644 doc/source/serve/llm/images/llama8b_startup.png create mode 100644 doc/source/serve/llm/images/qwen235b_startup.png diff --git a/doc/source/serve/llm/images/all_models_startup.png b/doc/source/serve/llm/images/all_models_startup.png new file mode 100644 index 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a/doc/source/serve/llm/user-guides/model-loading.md b/doc/source/serve/llm/user-guides/model-loading.md index 24f00ede585a..99833af63e86 100644 --- a/doc/source/serve/llm/user-guides/model-loading.md +++ b/doc/source/serve/llm/user-guides/model-loading.md @@ -356,29 +356,29 @@ llm_config = LLMConfig( | LLama 8B (TP=1) | Model Load Time | Torch.compile Time | TTFT | | :---- | :---- | :---- | :---- | -| Baseline (no optimizations) | 19.313 | 26.13 | 104.228 | -| S3/RunAI Streamer | 4.073 | 26.27 | 86.426 | +| Baseline (no optimizations) | 19.31 | 26.13 | 104.22 | +| S3/RunAI Streamer | 4.07 | 26.27 | 86.42 | | Model Sharding | N/A | N/A | N/A | -| Torch.compile Cache | 19.011 | 6.42 \+ (1.187 download) | 89.603 | -| All Optimizations | 4.130 | 6.63 \+ (1.187 download) | 71.218 | +| Torch.compile Cache | 19.01 | 6.42 \+ (1.19 download) | 89.60 | +| All Optimizations | 4.13 | 6.63 \+ (1.19 download) | 71.21 | | LLama 70B (TP=4) | Model Load Time | Torch.compile Time | TTFT | | :---- | :---- | :---- | :---- | -| Baseline (no optimizations) | 213.541 | 60.79 | 359.550 | -| S3/RunAI Streamer | 91.883 | 61.94 | 240.835 | -| Model Sharding | 24.98 | 60.59 | 181.385 | -| Torch.compile Cache | 233.078 | 15.49 \+ (4.580 download) | 338.385 | -| All Optimizations | 27.513 | 15.65 \+ (4.580 download) | 125.978 | +| Baseline (no optimizations) | 213.54 | 60.79 | 359.55 | +| S3/RunAI Streamer | 91.88 | 61.94 | 240.83 | +| Model Sharding | 24.98 | 60.59 | 181.38 | +| Torch.compile Cache | 233.08 | 15.49 \+ (4.58 download) | 338.39 | +| All Optimizations | 27.51 | 15.65 \+ (4.58 download) | 125.98 | | Qwen 235B (TP=8) | Model Load Time | Torch.compile Time | TTFT | | :---- | :---- | :---- | :---- | -| Baseline (no optimizations) | 756.955959 | 111.09 | 994.706 | -| S3/RunAI Streamer | 573.412470 | 112.47 | 820.720 | -| Model Sharding | 75.391083 | 113.22 | 322.597 | -| Torch.compile Cache | 715.113196 | 22.71 \+ (15 download) | 892.17 | -| All Optimizations | 75.844352 | 22.65 \+ (15 download) | 256.546 | +| Baseline (no optimizations) | 756.96 | 111.09 | 994.71 | +| S3/RunAI Streamer | 573.41 | 112.47 | 820.72 | +| Model Sharding | 75.39 | 113.22 | 322.60 | +| Torch.compile Cache | 715.11 | 22.71 \+ (14.79 download) | 892.17 | +| All Optimizations | 75.84 | 22.65 \+ (14.79 download) | 256.54 | ![Benchmark Results Visualization](../images/all_models_startup.png) From 1931623074e32071739eca1471be06a934771c6f Mon Sep 17 00:00:00 2001 From: ahao-anyscale Date: Mon, 20 Oct 2025 16:00:54 -0700 Subject: [PATCH 3/8] redo model loading doc Signed-off-by: ahao-anyscale --- .../serve/llm/images/llama70b_startup.png | Bin 142591 -> 0 bytes .../serve/llm/images/llama8b_startup.png | Bin 124021 -> 0 bytes .../serve/llm/images/qwen235b_startup.png | Bin 142585 -> 0 bytes ...oading.md => deployment-initialization.md} | 252 ++++++++---------- doc/source/serve/llm/user-guides/index.md | 2 +- 5 files changed, 116 insertions(+), 138 deletions(-) delete mode 100644 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z@I|+BHj%j&ui|w_PT%gGlrFQ5r&s;Mav$n5{q7-l>9R?PId~bo8R|aVfj?YGNt|MG zNzR^VJ(dL?-&%`F!GE#xmt-OeB(F*7^p`|mhcqQuHV_srvu<-H{iFBqoe?>QEH*_Y zI;afzp#k`}`FlBfnAnpXAuYLJJaU)6M1pOB2XqymG9K^uIcp$ZZ;+AE_+T=Dh{Kii z^{lryKq)QnnZ~8q!eP*}8{zO4`Xel%(94aDl4k}NxRLBciv2ZZ4+xTX(Qitr>3gVd z;71|uL3NuvH;%8r@H;7s%a%;!R~q~We^aKXzi~%tOS~^gzDL|9?i_gZ9Rqx+Y6icd zBjwEo(L1Z&l|Tc>3?7*G-&PHZ5k>T+jrbBcOFleswR)U9ox!$|fQjyjJ$#pUx6sgpWk~H?Sn>CN zw#o*cC|4%mK`|KKEL@{$@_~f&;Q@(R!!`6BbVlBle2Z3-8QaB6H^{!;%njt(eOY|w{I&zPn zo2GCO3$|^bLIgbnAEP-G|8FJ>O{jd}*j6t*?W(zfPnk10vL3+fFNUv+5R=<+q6|@F zt3b~>;AYA@m@Ps=A{Y2r9#|&0lF;3N)y;l5xjg6@i~G_Ghq#z*PcDEe;(4Wdu`d^F?0&2g9FPm$XrJ!0`b zc$q8|ey*awP*kW_Z;LQ4`G@nW|NAxJX%u~D;CW&J`|nFRNw~JZ|N4Lb4GZyqOM*rC g-(B)R<;BF5VE +Deployment Initialization Prefill/decode disaggregation Prefix-aware routing Multi-LoRA deployment From 64468a95b2d66c13c7f64b654d0158034561ed4d Mon Sep 17 00:00:00 2001 From: ahao-anyscale Date: Mon, 20 Oct 2025 16:31:51 -0700 Subject: [PATCH 4/8] header fix Signed-off-by: ahao-anyscale --- doc/source/serve/llm/user-guides/deployment-initialization.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/serve/llm/user-guides/deployment-initialization.md b/doc/source/serve/llm/user-guides/deployment-initialization.md index b421ac6f3670..e844b705d530 100644 --- a/doc/source/serve/llm/user-guides/deployment-initialization.md +++ b/doc/source/serve/llm/user-guides/deployment-initialization.md @@ -3,7 +3,7 @@ The initialization phase of a serve.llm deployment involves many steps, including preparation of model weights, engine (vLLM) initialization, and Ray serve replica autoscaling overheads. A detailed breakdown of the steps involved in using serve.llm with vLLM is provided below. -### Startup Breakdown +## Startup Breakdown - **Node Acquiring**: If a GPU node isn't available, a new instance must be provisioned. - **Fixed Ray/Node Initialization**: Ray/vLLM incurs some fixed overhead when spawning new processes to handle a new replica, which involves importing large libraries (such as vLLM), preparing model and engine configurations, etc. - **Memory Profiling**: vLLM runs some inference on the model to determine the amount of available memory it can dedicate to the KV cache From 8f50c25915a7da8cfc8d3d906c686748cba00c58 Mon Sep 17 00:00:00 2001 From: ahao-anyscale Date: Tue, 21 Oct 2025 15:15:40 -0700 Subject: [PATCH 5/8] move benchmarks to new file Signed-off-by: ahao-anyscale --- doc/source/serve/llm/benchmarks.md | 44 ++++++++++++++++- .../user-guides/deployment-initialization.md | 48 +------------------ 2 files changed, 44 insertions(+), 48 deletions(-) diff --git a/doc/source/serve/llm/benchmarks.md b/doc/source/serve/llm/benchmarks.md index 4d36abc94c78..fce0de767edc 100644 --- a/doc/source/serve/llm/benchmarks.md +++ b/doc/source/serve/llm/benchmarks.md @@ -1,3 +1,45 @@ # Benchmarks -Performance in LLM serving depends heavily on your specific workload characteristics and hardware stack. From a Ray Serve perspective, the focus is on orchestration overhead and the effectiveness of serving pattern implementations. The Ray team maintains the [ray-serve-llm-perf-examples](https://github.com/anyscale/ray-serve-llm-perf-examples) repository with benchmarking snapshots, tooling, and lessons learned. These benchmarks validate the correctness and effectiveness of different serving patterns. You can use these benchmarks to validate your production stack more systematically. \ No newline at end of file +Performance in LLM serving depends heavily on your specific workload characteristics and hardware stack. From a Ray Serve perspective, the focus is on orchestration overhead and the effectiveness of serving pattern implementations. The Ray team maintains the [ray-serve-llm-perf-examples](https://github.com/anyscale/ray-serve-llm-perf-examples) repository with benchmarking snapshots, tooling, and lessons learned. These benchmarks validate the correctness and effectiveness of different serving patterns. You can use these benchmarks to validate your production stack more systematically. + +## Replica Startup Latency + +Replica startup times involving large models can be slow, leading to slow autoscaling and poor response to changing workloads. This section illustrates the effects of the various techniques mentioned in [this guide](./user-guides/deployment-initialization.md) on startup latency. All examples are run on EC2 with 8xH100. + +### Baseline Setup + +We evaluate on `meta-llama/Meta-Llama-3-8B`, `meta-llama/Meta-Llama-3-70B`, and `Qwen/Qwen3-235B-A22B`. Our baseline setup involves spawning a Ray Serve LLM service with 0 initial replicas to measure replica autoscaling time. More details on benchmarking code can be found [here](https://github.com/anyscale/ray-serve-llm-perf-examples). + +```python +import os +from ray import serve +from ray.serve.llm import LLMConfig, build_openai_app + +llm_config = LLMConfig( + model_loading_config={ + "model_id": "llama", + "model_source": "unsloth/llama-3-8b-Instruct", + }, + deployment_config={ + "autoscaling_config": { + #start deployment with no replicas so we can trigger autoscaling when sending a request + "min_replicas": 0, + "initial_replicas": 0, + "max_replicas": 1, + } + }, + accelerator_type="H100", + engine_kwargs={ + "tensor_parallel_size": 1, + }, +) + +app = build_openai_app({"llm_configs": [llm_config]}) +serve.run(app, blocking=True) +``` + +### Benchmarked Results + +Our improvements primarily address model loading and Torch Compile, and each subsequent optimization reduces the overall startup latency. As models grow larger, the effects of these optimizations become increasingly pronounced. As illustrated, we get nearly 3.88x reduction in latency on `Qwen/Qwen3-235B-A22B`. Of the remaining contributors to startup latency, CUDA graph capture and fixed initialization time are signficant areas for future optimization. vLLM startup latency is an ongoing [issue](https://github.com/vllm-project/vllm/issues/19824) that is being worked on by the community. + +![Benchmark Results Visualization](./images/all_models_startup.png) diff --git a/doc/source/serve/llm/user-guides/deployment-initialization.md b/doc/source/serve/llm/user-guides/deployment-initialization.md index e844b705d530..5dbb63bf7d31 100644 --- a/doc/source/serve/llm/user-guides/deployment-initialization.md +++ b/doc/source/serve/llm/user-guides/deployment-initialization.md @@ -296,53 +296,6 @@ llm_config = LLMConfig( ``` NOTE: `CloudDownloader` is a callback that isn't public yet. We plan to make it public after stabilizing the API and incorporating user feedback. In the meantime, the compile cache can be retrieved using any preferred method, as long as the path to the cache is set in `compilation_config`. - -## Performance Analysis - -Replica startup times involving large models can be slow, leading to slow autoscaling and poor response to changing workloads. This section illustrates the effects of the above mentioned techniques on startup latency. All examples are run on EC2 with 8xH100. - -### Baseline Setup - -We evaluate on `meta-llama/Meta-Llama-3-8B`, `meta-llama/Meta-Llama-3-70B`, and `Qwen/Qwen3-235B-A22B`. Our baseline setup involves spawning a Ray Serve LLM service with 0 initial replicas to measure replica autoscaling time. -```python -import os -from ray import serve -from ray.serve.llm import LLMConfig, build_openai_app - -llm_config = LLMConfig( - model_loading_config={ - "model_id": "llama", - "model_source": "unsloth/llama-3-8b-Instruct", - }, - deployment_config={ - "autoscaling_config": { - #start deployment with no replicas so we can trigger autoscaling when sending a request - "min_replicas": 0, - "initial_replicas": 0, - "max_replicas": 1, - } - }, - accelerator_type="H100", - engine_kwargs={ - "tensor_parallel_size": 1, - }, -) - -app = build_openai_app({"llm_configs": [llm_config]}) -serve.run(app, blocking=True) -``` - -### Benchmarked Results - -Our improvements primarily address model loading and Torch Compile, and each subsequent optimization reduces the overall startup latency. As models grow larger, the effects of these optimizations become increasingly pronounced. As illustrated, we get nearly 3.88x reduction in latency on `Qwen/Qwen3-235B-A22B`. Of the remaining contributors to startup latency, CUDA graph capture and fixed initialization time are signficant areas for future optimization. vLLM startup latency is an ongoing [issue](https://github.com/vllm-project/vllm/issues/19824) that is being worked on by the community. - -![Benchmark Results Visualization](../images/all_models_startup.png) - - - - - - ## Best practices ### Model source selection @@ -362,6 +315,7 @@ Our improvements primarily address model loading and Torch Compile, and each sub - **Co-locate storage and compute** in the same cloud region to reduce latency and egress costs. - **Use fast download** (`HF_HUB_ENABLE_HF_TRANSFER`) for models larger than 10GB. - **Cache models** locally if you're repeatedly deploying the same model. +- **See benchmarks** [here](../benchmarks.md) for detailed information about optimizations ## Troubleshooting From b7bfcaae4a3bbbc043b6714ae6894396834cbaf2 Mon Sep 17 00:00:00 2001 From: ahao-anyscale Date: Wed, 22 Oct 2025 11:20:22 -0700 Subject: [PATCH 6/8] removed benchmarks Signed-off-by: ahao-anyscale --- doc/source/serve/llm/benchmarks.md | 40 +----------------- .../serve/llm/images/all_models_startup.png | Bin 169239 -> 0 bytes 2 files changed, 1 insertion(+), 39 deletions(-) delete mode 100644 doc/source/serve/llm/images/all_models_startup.png diff --git a/doc/source/serve/llm/benchmarks.md b/doc/source/serve/llm/benchmarks.md index fce0de767edc..2ea88c5925ab 100644 --- a/doc/source/serve/llm/benchmarks.md +++ b/doc/source/serve/llm/benchmarks.md @@ -4,42 +4,4 @@ Performance in LLM serving depends heavily on your specific workload characteris ## Replica Startup Latency -Replica startup times involving large models can be slow, leading to slow autoscaling and poor response to changing workloads. This section illustrates the effects of the various techniques mentioned in [this guide](./user-guides/deployment-initialization.md) on startup latency. All examples are run on EC2 with 8xH100. - -### Baseline Setup - -We evaluate on `meta-llama/Meta-Llama-3-8B`, `meta-llama/Meta-Llama-3-70B`, and `Qwen/Qwen3-235B-A22B`. Our baseline setup involves spawning a Ray Serve LLM service with 0 initial replicas to measure replica autoscaling time. More details on benchmarking code can be found [here](https://github.com/anyscale/ray-serve-llm-perf-examples). - -```python -import os -from ray import serve -from ray.serve.llm import LLMConfig, build_openai_app - -llm_config = LLMConfig( - model_loading_config={ - "model_id": "llama", - "model_source": "unsloth/llama-3-8b-Instruct", - }, - deployment_config={ - "autoscaling_config": { - #start deployment with no replicas so we can trigger autoscaling when sending a request - "min_replicas": 0, - "initial_replicas": 0, - "max_replicas": 1, - } - }, - accelerator_type="H100", - engine_kwargs={ - "tensor_parallel_size": 1, - }, -) - -app = build_openai_app({"llm_configs": [llm_config]}) -serve.run(app, blocking=True) -``` - -### Benchmarked Results - -Our improvements primarily address model loading and Torch Compile, and each subsequent optimization reduces the overall startup latency. As models grow larger, the effects of these optimizations become increasingly pronounced. As illustrated, we get nearly 3.88x reduction in latency on `Qwen/Qwen3-235B-A22B`. Of the remaining contributors to startup latency, CUDA graph capture and fixed initialization time are signficant areas for future optimization. vLLM startup latency is an ongoing [issue](https://github.com/vllm-project/vllm/issues/19824) that is being worked on by the community. - -![Benchmark Results Visualization](./images/all_models_startup.png) +Replica startup times involving large models can be slow, leading to slow autoscaling and poor response to changing workloads. Experiments on replica startup can be found [here](https://github.com/anyscale/ray-serve-llm-perf-examples/tree/master/replica_initialization). The experiments illustrate the effects of the various techniques mentioned in [this guide](./user-guides/deployment-initialization.md), primarily targeting the latency cost of model loading and Torch Compile. As models grow larger, the effects of these optimizations become increasingly pronounced. 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z%Y#sX<q$T9wAq#z)UGVgfgSdy$6T_`8yXrqvtCIsN~conh&3c0O(C}qBHI=5wF8wW1KKGmEU(BKpx80f zA0x3~`dy`^i>Et6L{+gV(s=o&PoJ`J*%e@okTmL|i@vMSvSv2whT!x=wngHEFDV{u zx4Y8mp}~ue$0wmJ=J3|gQWbqWvSe1`|3Ahzvwvz&pzC?>@-I?yP&d}|VLCC)Np;ef zy}gr`_Tq~dwm*5uo>Mbx?u?ZX%@L{jtj=4P#R5aM6*R2y;IyXKDf7>t5%M`yP$`;E z;m;K+al;SQ41`|Og#Dba<9pJGUtu*2U;;`=1|(4Vkk?oD1Z^*)r8BoMvqsaB08j74$@by+FP=iALNL|w5hP-$j6?vx+N1_>K!IC<{&gp&zSw>^wS;;ap+2+u5ckNn zR0ALWHoF|>rjMCHszt33&1C@m6;Be`wA^M>H-@Lvy)uEB*PbtN9GGs?s_DRXbNW4y zkHS|N|6~wO!GFKP_>my}_vO2M`Xgq(p?e-N@xT8_?Y}mCLDSz+Ua*|>bpQPl-aY;1 zX8ycM9rfyeUpHp|zpml`|D|{~|KEPR{QGPEP#a`UW{94C(m>v{hN|}7e^id0|3AuD BwUGb- From 89baa73947c682456189866f2568b0fa86d57ac7 Mon Sep 17 00:00:00 2001 From: ahao-anyscale Date: Thu, 23 Oct 2025 18:07:44 -0700 Subject: [PATCH 7/8] doc edits Signed-off-by: ahao-anyscale --- .../llm/user-guides/deployment-initialization.md | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/doc/source/serve/llm/user-guides/deployment-initialization.md b/doc/source/serve/llm/user-guides/deployment-initialization.md index 5dbb63bf7d31..bc7d05d474aa 100644 --- a/doc/source/serve/llm/user-guides/deployment-initialization.md +++ b/doc/source/serve/llm/user-guides/deployment-initialization.md @@ -4,13 +4,16 @@ The initialization phase of a serve.llm deployment involves many steps, including preparation of model weights, engine (vLLM) initialization, and Ray serve replica autoscaling overheads. A detailed breakdown of the steps involved in using serve.llm with vLLM is provided below. ## Startup Breakdown -- **Node Acquiring**: If a GPU node isn't available, a new instance must be provisioned. +- **Provisioning Nodes**: If a GPU node isn't available, a new instance must be provisioned. +- **Image Download**: Downloading image to target instance incurs latency correlated with image size. - **Fixed Ray/Node Initialization**: Ray/vLLM incurs some fixed overhead when spawning new processes to handle a new replica, which involves importing large libraries (such as vLLM), preparing model and engine configurations, etc. -- **Memory Profiling**: vLLM runs some inference on the model to determine the amount of available memory it can dedicate to the KV cache -- **Warmup**: vLLM runs additional inference to warm up the KV cache. -- **CUDA Graph Capture**: vLLM handles Cuda Graph capture independently of Torch Compile. More details are [here.](https://docs.vllm.ai/en/latest/design/cuda_graphs.html) -- **Model Loading**: Retrieve model from source to GPU memory, either from Hugging Face or cloud storage. +- **Model Loading**: Retrieve model either from Hugging Face or cloud storage, including time spent downloading the model and moving it to GPU memory - **Torch Compile**: Torch compile is integral to vLLM's design and it is enabled by default. +- **Memory Profiling**: vLLM runs some inference on the model to determine the amount of available memory it can dedicate to the KV cache +- **CUDA Graph Capture**: vLLM captures the CUDA graphs for different input sizes ahead of time. More details are [here.](https://docs.vllm.ai/en/latest/design/cuda_graphs.html) +- **Warmup**: Initialize KV cache, run model inference. + + This document will provide an overview of the numerous ways to customize your deployment initialization. @@ -252,7 +255,7 @@ llm_config = LLMConfig( ``` ### Model Sharding -Modern LLM model sizes often outgrow the memory capacity of a single GPU, requiring the use of tensor parallelism to split computation across multiple devices. In this paradigm, only a subset of weights are stored on each GPU, and model sharding ensures that each device only loads the relevant portion of the model. By presharding the model files in advance, we can reduce load times significantly, since GPUs avoid loading unneeded weights. vLLM provides a utility script for this purpose: [save_sharded_state.py](https://github.com/vllm-project/vllm/blob/main/examples/offline_inference/save_sharded_state.py). +Modern LLM model sizes often outgrow the memory capacity of a single GPU, requiring the use of tensor parallelism to split computation across multiple devices. In this paradigm, only a subset of weights are stored on each GPU, and model sharding ensures that each device only loads the relevant portion of the model. By sharding the model files in advance, we can reduce load times significantly, since GPUs avoid loading unneeded weights. vLLM provides a utility script for this purpose: [save_sharded_state.py](https://github.com/vllm-project/vllm/blob/main/examples/offline_inference/save_sharded_state.py). Once the sharded weights have been saved, upload them to S3 and use RunAI streamer with a new flag to load the sharded weights From 18c9ff0871b160338a56e9315d3e82ab71cd9fed Mon Sep 17 00:00:00 2001 From: ahao-anyscale Date: Fri, 24 Oct 2025 15:46:36 -0700 Subject: [PATCH 8/8] Update deployment-initialization.md Signed-off-by: ahao-anyscale --- doc/source/serve/llm/user-guides/deployment-initialization.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/doc/source/serve/llm/user-guides/deployment-initialization.md b/doc/source/serve/llm/user-guides/deployment-initialization.md index bc7d05d474aa..ffb60586ae89 100644 --- a/doc/source/serve/llm/user-guides/deployment-initialization.md +++ b/doc/source/serve/llm/user-guides/deployment-initialization.md @@ -278,8 +278,7 @@ Torch.compile incurs some latency during initialization. This can be mitigated b (RayWorkerWrapper pid=126782) INFO 10-15 11:57:04 [backends.py:608] Using cache directory: /home/ray/.cache/vllm/torch_compile_cache/131ee5c6d9/rank_1_0/backbone for vLLM's torch.compile ``` -In this example the cache folder is located at `/home/ray/.cache/vllm/torch_compile_cache/131ee5c6d9`. -Simply upload this file to your S3 bucket. The cache folder can now be retrieved at startup. We provide a custom utility to download the compile cache from cloud storage. Simply specify the `CloudDownloader` callback in `LLMConfig` and supply the relevant arguments. Make sure to set the `cache_dir` in compilation_config correctly. +In this example the cache folder is located at `/home/ray/.cache/vllm/torch_compile_cache/131ee5c6d9`. Upload this directory to your S3 bucket. The cache folder can now be retrieved at startup. We provide a custom utility to download the compile cache from cloud storage. Specify the `CloudDownloader` callback in `LLMConfig` and supply the relevant arguments. Make sure to set the `cache_dir` in compilation_config correctly. ```python llm_config = LLMConfig(