Model gpt2-xl
| namespace | model name | standby gpu | standby pageable | standby pinned memory | gpu count | vRam (MB) | cpu | memory (MB) | state | revision |
|---|---|---|---|---|---|---|---|---|---|---|
| openai-community | gpt2-xl | Blob | Blob | Blob | 1 | 12000 | 12.0 | 18000 | Normal | 237 |
Image
Prompt
Sample Rest Call
Pods
| tenant | namespace | pod name | state | require resource | allocated resource |
|---|---|---|---|---|---|
| public | openai-community | public/openai-community/gpt2-xl/237/958 | Standby | {'CPU': 12000, 'Mem': 18000, 'GPU': {'Type': 'Any', 'Count': 1, 'vRam': 12000}} | {'nodename': 'node3', 'CPU': 12000, 'Mem': 18000, 'GPUType': 'A4000', 'GPUs': {'vRam': 0, 'map': {}, 'slotSize': 0, 'totalSlotCnt': 0}, 'MaxContextPerGPU': 2} |
Func
| { "image": "vllm/vllm-openai:v0.6.2", "commands": [ "--model", "openai-community/gpt2-xl", "--disable-custom-all-reduce", "--enforce-eager", "--max-model-len", "800" ], "envs": [ [ "LD_LIBRARY_PATH", "/usr/local/lib/python3.12/dist-packages/nvidia/cuda_nvrtc/lib/:$LD_LIBRARY_PATH" ] ], "mounts": [ { "hostpath": "/home/brad/cache", "mountpath": "/root/.cache/huggingface" } ], "endpoint": { "port": 8000, "schema": "Http", "probe": "/health" }, "version": 237, "entrypoint": [], "resources": { "CPU": 12000, "Mem": 18000, "GPU": { "Type": "Any", "Count": 1, "vRam": 12000 } }, "standby": { "gpu": "Blob", "pageable": "Blob", "pinned": "Blob" }, "probe": { "port": 80, "schema": "Http", "probe": "/health" }, "sample_query": { "apiType": "openai", "path": "v1/completions", "prompt": "Here is a recipe for vegan banana bread:", "body": { "max_tokens": "600", "model": "openai-community/gpt2-xl", "stream": "true", "temperature": "0" } } } |