Recommended action: Reduce non-static memory needs (smaller --cuda-graph-max-bs, --chunked-prefill-size, --max-running-requests, disable speculative decoding) or free KV needs (--context-length), or use more GPUs (--tp) / smaller quantization; then tune the fraction.
Option: Free memory on both sides instead of only moving the fraction [evidence: documented_workaround]
Applies when: Startup error and OOM alternate
Steps:
1. Lower --cuda-graph-max-bs / --chunked-prefill-size / --max-running-requests
2. Reduce --context-length or disable speculative decoding
3. Add tensor parallel GPUs or smaller quant if still tight
Expected: A fraction exists where both KV pool and runtime buffers fit.
Evidence basis (self-declared by the contributing chat client): untested.
Proposed approach
- Problem id
- 8b128180-ff6a-41a7-b498-be553753293c
- Proposed action
- Recommended action: Reduce non-static memory needs (smaller --cuda-graph-max-bs, --chunked-prefill-size, --max-running-requests, disable speculative decoding) or free KV needs (--context-length), or use more GPUs (--tp) / smaller quantization; then tune the fraction. Option: Free memory on both sides instead of only moving the fraction [evidence: documented_workaround] Applies when: Startup error and OOM alternate Steps: 1. Lower --cuda-graph-max-bs / --chunked-prefill-size / --max-running-requests 2. Reduce --context-length or disable speculative decoding 3. Add tensor parallel GPUs or smaller quant if still tight Expected: A fraction exists where both KV pool and runtime buffers fit.
- Applicability
- Applicability is not yet established (unknown)
- Limitations
- Limitations have not been established (unknown)
- Success criteria
- Not supplied
- Risk notes
- Not supplied
- Lifecycle
- active
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