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Deployment Cost Analysis on General Queries
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79.5
Peak Memory (GB)
SAG (10 agents)
76.752
95.301
113.85
132.399
Feb 8, 2026
Peak Memory (GB)
FLOPs/Q (TFLOPs)
Latency/Q (s)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Peak Memory (GB)
FLOPs/Q (TFLOPs)
Latency/Q (s)
SAG (10 agents)
Backbone=Llama3.2-3B (...
2026.02
79.5
28.6
63.9
SAG (10 agents)
Backbone=Qwen3-4B (Pre...
2026.02
96.8
31.4
58.7
Llama-3-70B
System=Single Agent (L...
2026.02
132.5
23.7
27.8
Meditron-70B
System=Clinical Single...
2026.02
138
23.3
32.6
Me-LLaMA-70B
System=Clinical Single...
2026.02
141.2
22.1
38.9
Qwen-2.5-72B
System=Single Agent (L...
2026.02
148.2
25.3
28.3
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