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Fix per token atrributes bits#7749

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jaime-m-p merged 12 commits intoggml-org:masterfrom
jaime-m-p:per-token-attribs
Jun 4, 2024
Merged

Fix per token atrributes bits#7749
jaime-m-p merged 12 commits intoggml-org:masterfrom
jaime-m-p:per-token-attribs

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📈 llama.cpp server for bench-server-baseline on Standard_NC4as_T4_v3 for phi-2-q4_0: 551 iterations 🚀

Expand details for performance related PR only
  • Concurrent users: 8, duration: 10m
  • HTTP request : avg=8521.08ms p(95)=21321.49ms fails=, finish reason: stop=497 truncated=54
  • Prompt processing (pp): avg=95.77tk/s p(95)=424.22tk/s
  • Token generation (tg): avg=37.95tk/s p(95)=47.37tk/s
  • ggml-org/models/phi-2/ggml-model-q4_0.gguf parallel=8 ctx-size=16384 ngl=33 batch-size=2048 ubatch-size=256 pp=1024 pp+tg=2048 branch=per-token-attribs commit=f95c7dc7104fb4516a1dacbada5546e979194323

prompt_tokens_seconds

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predicted_tokens_seconds
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kv_cache_usage_ratio

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@jaime-m-p jaime-m-p merged commit c90dbe0 into ggml-org:master Jun 4, 2024
@jaime-m-p jaime-m-p mentioned this pull request Jun 23, 2024
4 tasks
Seunghhon pushed a commit to Seunghhon/llama.cpp that referenced this pull request Apr 26, 2026
phuongncn pushed a commit to phuongncn/llama.cpp-gx10-dgx-sparks-deepseekv4 that referenced this pull request Apr 28, 2026
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