toktape mascot: a mint-haired chibi in headphonestoktapethe record, not a recording of it
The toktape card for this run: 18.4 tok/s decode · 2 streams · EXL3 4.05 bpw · head 6.0

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GLM-5.3-Flash EXL3 4.05 bpw · 2 streams · exllamav3

GLM-5.3-Flash-exl3-4.05 · 18.4 tok/s decode · 2 streams · EXL3 4.05 bpw · head 6.0

midagedev

decode
18.4tok/s
prefill
308tok/s
ttft p50
30459ms
modelGLM-5.3-Flash-exl3-4.05
quantisationEXL3 4.05 bpw · head 6.0
size313B params · 21B active · 165.2 GB · MoE 288/8
engineexllamav3 1.5.0
hostlinux
gpusNVIDIA GeForce RTX 3090 / NVIDIA RTX A6000
streams2
workload5296 in / 548 out · min 539 · 548 thinking · cache 0% · per stream
context16384 window · 2 slots
configoffload partial
draftmtp
machine256.8 of 720 W
prompt setnot in a comparison set
recorded2026-09-20T09:54:26Z
toktapedev

Details

The transcript, the card as text, and why each caveat fired — read out of the record in your browser, the same way Replay draws it.

! 5 caveatsragged_aggregate, answer_cut, recorded, conditions_changed, run_cut_by_clock. The card that comes with this record spells each one out.