GLM-5.3-Flash-NVFP4-FP8ATTN-512K / scripts /results-longrep-prod-topup.json
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model card (WIP banner), serving patches + SM120 tuned config, conversion/acceptance scripts, LICENSE
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{
"model": "glm-5.3-flash",
"ctx": 300000,
"gen": 2200,
"rounds": [
{
"round": 1,
"prompt_tokens": 259632,
"completion_tokens": 2712,
"wall_s": 69.2,
"finish_reason": "length",
"four_gram_max": 2,
"four_gram_top": "as a function of",
"eight_gram_max": 1,
"eight_gram_top": "The user wants a detailed, well-structured essay of",
"max_consec_line_repeat": 1,
"degenerate_4gram_ge12": false,
"tail": "nce length, output length, and the specific attention implementation used. Standardized benchmarks like MLPerf provide reference implementations, but long-context evaluation often requires custom setups.\n\nKey metrics include: prefill throughput (tokens/second for processing the input), decode throughput (tokens/second for generation, measured at various context lengths), time-to-first-token (TTFT,"
}
],
"verdict": "PASS"
}