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glm-dsa-mtp-audit

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code_python pred= 192 draft= 0 acc= 0 rate=n/a tok/s=57.5
code_cpp pred= 192 draft= 0 acc= 0 rate=n/a tok/s=57.8
explain_concept pred= 192 draft= 0 acc= 0 rate=n/a tok/s=56.7
summarize pred= 192 draft= 0 acc= 0 rate=n/a tok/s=57.4
qa_factual pred= 192 draft= 0 acc= 0 rate=n/a tok/s=58.0
translation pred= 192 draft= 0 acc= 0 rate=n/a tok/s=57.7
creative_short pred= 192 draft= 0 acc= 0 rate=n/a tok/s=57.9
stepwise_math pred= 192 draft= 0 acc= 0 rate=n/a tok/s=57.7
long_code_review pred= 192 draft= 0 acc= 0 rate=n/a tok/s=58.5
Aggregate: {
"n_requests": 9,
"total_predicted": 1728,
"total_draft": 0,
"total_draft_accepted": 0,
"aggregate_accept_rate": null,
"wall_s_total": 33.38
}
Wrote bench_base.json
metric A B delta
aggregate_accept_rate None 0.5619
total_predicted 1728 1728 +0
total_draft 0 1913 +1913
total_draft_accepted 0 1075 +1075
wall_s_total 33.38 28.27 -5.1100
prompt A B delta
code_python 0.000 0.546 +0.546
code_cpp 0.000 0.370 +0.370
explain_concept 0.000 0.615 +0.615
summarize 0.000 0.661 +0.661
qa_factual 0.000 0.638 +0.638
translation 0.000 0.539 +0.539
creative_short 0.000 0.520 +0.520
stepwise_math 0.000 0.626 +0.626
long_code_review 0.000 0.623 +0.623
code_python pred= 192 draft= 216 acc= 118 rate=0.546 tok/s=69.8
code_cpp pred= 192 draft= 270 acc= 100 rate=0.370 tok/s=56.6
explain_concept pred= 192 draft= 200 acc= 123 rate=0.615 tok/s=74.2
summarize pred= 192 draft= 192 acc= 127 rate=0.661 tok/s=77.7
qa_factual pred= 192 draft= 196 acc= 125 rate=0.638 tok/s=75.5
translation pred= 192 draft= 219 acc= 118 rate=0.539 tok/s=68.8
creative_short pred= 192 draft= 223 acc= 116 rate=0.520 tok/s=67.7
stepwise_math pred= 192 draft= 198 acc= 124 rate=0.626 tok/s=75.1
long_code_review pred= 192 draft= 199 acc= 124 rate=0.623 tok/s=75.0
Aggregate: {
"n_requests": 9,
"total_predicted": 1728,
"total_draft": 1913,
"total_draft_accepted": 1075,
"aggregate_accept_rate": 0.5619,
"wall_s_total": 28.27
}
Wrote bench_mtp.json
=== CONTROL-ARCH A/B RESULT (hy_v3 merged-MTP arch, greedy top_k=1 temp=0) ===
prompt 0: DIVERGED (/tmp/ab_ctl/base_0.txt /tmp/ab_ctl/mtp_0.txt differ: byte 75, line 1; base=2075B mtp=1072B)
prompt 1: DIVERGED (/tmp/ab_ctl/base_1.txt /tmp/ab_ctl/mtp_1.txt differ: byte 251, line 7; base=2059B mtp=1910B)
prompt 2: DIVERGED (/tmp/ab_ctl/base_2.txt /tmp/ab_ctl/mtp_2.txt differ: byte 362, line 8; base=2041B mtp=2036B)
prompt 3: DIVERGED (/tmp/ab_ctl/base_3.txt /tmp/ab_ctl/mtp_3.txt differ: byte 33, line 1; base=2206B mtp=2224B)
prompt 4: DIVERGED (/tmp/ab_ctl/base_4.txt /tmp/ab_ctl/mtp_4.txt differ: byte 588, line 9; base=2156B mtp=2223B)
--- mtp acceptance lines ---
0.23.965.443 I slot print_timing: id 3 | task 0 | draft acceptance = 0.20726 ( 97 accepted / 468 generated), mean len = 1.62
0.29.441.630 I slot print_timing: id 3 | task 158 | draft acceptance = 0.40118 ( 272 accepted / 678 generated), mean len = 2.20
0.34.123.038 I slot print_timing: id 3 | task 387 | draft acceptance = 0.54401 ( 309 accepted / 568 generated), mean len = 2.63
0.39.399.935 I slot print_timing: id 3 | task 579 | draft acceptance = 0.43231 ( 281 accepted / 650 generated), mean len = 2.29
0.44.791.401 I slot print_timing: id 3 | task 799 | draft acceptance = 0.41654 ( 277 accepted / 665 generated), mean len = 2.25
--- mtp init check ---
0.00.480.834 I srv load_model: loading model '/models/hy3-1M-MTP-IQ2_M.gguf'
0.23.965.443 I slot print_timing: id 3 | task 0 | draft acceptance = 0.20726 ( 97 accepted / 468 generated), mean len = 1.62
0.29.441.630 I slot print_timing: id 3 | task 158 | draft acceptance = 0.40118 ( 272 accepted / 678 generated), mean len = 2.20
0.34.123.038 I slot print_timing: id 3 | task 387 | draft acceptance = 0.54401 ( 309 accepted / 568 generated), mean len = 2.63
0.39.399.935 I slot print_timing: id 3 | task 579 | draft acceptance = 0.43231 ( 281 accepted / 650 generated), mean len = 2.29
0.44.791.401 I slot print_timing: id 3 | task 799 | draft acceptance = 0.41654 ( 277 accepted / 665 generated), mean len = 2.25
The wind had a salt-thinned whistle that night, and the lamp in the tower needed no tending—just watching. Elias sat by the window of the lantern room, the glass trembling faintly in its frame, and looked down at the rocks where the tide was crawling in.
He saw it because the moon was honest: a bottle, green and ribbed, rocking in the foam like a small, stubborn thing that refused to sink.
He waited for the tide to bring it close, then took his oilskin coat and went down the iron stairs. The beach was cold. He waded to his knees and hooked the bottle with stiff fingers.
Inside was a scroll of paper, sealed with wax the color of old blood. He uncurled it under the lamp.
The handwriting was uneven, as if written in a hurry or by someone learning:
*“If you are reading this, the sea has been kind. I am on the island that is not on any map. The trees here speak if you listen. Tell me what the light looks like from the other side. —M.”*
Elias read it three times. He had kept this lighthouse for eleven years and had never heard of an unmapped island. He wrote back that same night:
*“The light looks like a coin dropped into the dark. It does not reach far, but it does not stop. I am the only one here. The sea does not answer, but I do.”*
He sealed it with the stub of red wax he found in the drawer, the one left by the keeper before him.
He threw the bottle back the next morning, watching it shrink until it was only a glint.
For weeks nothing came. Then one storm-tossed dawn, the same green bottle returned, this time with a second scroll folded inside the first.
*“I heard you. The trees say you are lying about being the only one. They say you are not alone if you are listening. I am sending this into the current and trusting the water. —M.”*
Elias laughed once, startled, and looked out at the gray heave of the ocean.