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tonyjohnchen merged 1 commit into from
Jun 5, 2026
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add version for a4x inference freamwork #243

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22 changes: 11 additions & 11 deletions README.md
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Expand Up @@ -92,17 +92,17 @@ Models | GPU Machine Type

| Models | GPU Machine Type | Framework | Workload Type | Orchestrator | Link to the recipe |
| ---------------- | ---------------- | --------- | ------------------- | ------------ | ------------------ |
| **DeepSeek R1 671B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | vLLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/vllm/README.md)
| **Wan2.2 T2V A14B Diffusers** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | SGLang | Inference | GKE | [Link](./inference/a4x/single-host-serving/sglang/README.md)
| **Wan2.2 I2V A14B Diffusers** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | SGLang | Inference | GKE | [Link](./inference/a4x/single-host-serving/sglang/README.md)
| **DeepSeek R1 671B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md) <br> <br> [Link for Using Google Cloud Storage (GCS) as Storage Option]((./inference/a4x/single-host-serving/tensorrt-llm-gcs/README.md)) <br> <br> [Link for Using Lustre as Storage Option]((./inference/a4x/single-host-serving/tensorrt-llm-lustre/README.md))
| **Llama 3.1 405B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Llama 3.1 70B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Llama 3.1 8B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 2.5 VL 7B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 3 235B A22B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 3 32B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 3 4B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **DeepSeek R1 671B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | vLLM (v0.14.0rc1) | Inference | GKE | [Link](./inference/a4x/single-host-serving/vllm/README.md)
| **Wan2.2 T2V A14B Diffusers** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | SGLang (latest) | Inference | GKE | [Link](./inference/a4x/single-host-serving/sglang/README.md)
| **Wan2.2 I2V A14B Diffusers** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | SGLang (latest) | Inference | GKE | [Link](./inference/a4x/single-host-serving/sglang/README.md)
| **DeepSeek R1 671B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md) <br> <br> [Link for Using Google Cloud Storage (GCS) as Storage Option]((./inference/a4x/single-host-serving/tensorrt-llm-gcs/README.md)) <br> <br> [Link for Using Lustre as Storage Option]((./inference/a4x/single-host-serving/tensorrt-llm-lustre/README.md))
| **Llama 3.1 405B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Llama 3.1 70B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Llama 3.1 8B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 2.5 VL 7B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 3 235B A22B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 3 32B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)
| **Qwen 3 4B** | [A4X (NVIDIA GB200)](https://cloud.google.com/compute/docs/accelerator-optimized-machines#a4x-vms) | TensorRT-LLM (1.3.0rc5) | Inference | GKE | [Link](./inference/a4x/single-host-serving/tensorrt-llm/README.md)


### Inference benchmarks G4
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