Qwen3.8-Flash-Next-W4A16-G128-300i / benchmark-summary-20260927.json
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feat: publish Qwen3.8 Flash Next W4A16 G128 checkpoint
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{
"schema_version": 1,
"date_utc": "2026-09-27",
"model_id": "matteiuspi/Qwen3.8-Flash-Next-W4A16-G128-300i",
"hardware": "2 x Atlas 300I Duo / 4 x Ascend 310P3",
"checkpoint_format": "W4A16 G128, packed INT4 routed experts, FP16 activations",
"runtime": "experimental W4 tile-reuse candidate, MTP draft depth 2, FULL_DECODE_ONLY graphs, TP4/EP",
"sampling": {
"temperature": 0,
"seed": 42,
"thinking": false,
"ignore_eos": true,
"completion_tokens": 512
},
"metric": "(completion_tokens - 1) / (elapsed_seconds - time_to_first_token_seconds), based on client streaming; excludes prefill",
"workloads": [
{
"label": "short_prompt",
"source_run": "tile-http-candidate-short.jsonl",
"measured_requests": [
{
"prompt_tokens": 32,
"cached_prompt_tokens": 0,
"completion_tokens": 512,
"time_to_first_token_seconds": 0.5066101450065617,
"decode_seconds": 31.007059219999064,
"client_decode_tokens_per_second": 16.480118168394796,
"mtp_acceptance": 0.8643617021276596,
"output_sha256": "05ab57b2bc71b7bd6efb1f43d5ed54885de933122a4120e11373ed6258f95ef8"
},
{
"prompt_tokens": 43,
"cached_prompt_tokens": 0,
"completion_tokens": 512,
"time_to_first_token_seconds": 0.6068624640029157,
"decode_seconds": 36.076975575997494,
"client_decode_tokens_per_second": 14.164158492819318,
"mtp_acceptance": 0.6820276497695853,
"output_sha256": "d6f9cf24f10f2b6fcf8c9664648ce6d499ff2e226bbb78a9f6e4791d64d26d17"
},
{
"prompt_tokens": 49,
"cached_prompt_tokens": 0,
"completion_tokens": 512,
"time_to_first_token_seconds": 0.6193453000014415,
"decode_seconds": 34.727616406999005,
"client_decode_tokens_per_second": 14.714514063136594,
"mtp_acceptance": 0.7166666666666667,
"output_sha256": "6f72caf6e5abf1b1dc3e370968ad7cb683667a6597b86d5bf55989ffce2d6af0"
}
],
"median_client_decode_tokens_per_second": 14.714514063136594
},
{
"label": "approximately_23k_prompt",
"source_run": "tile-http-candidate-long.jsonl",
"measured_requests": [
{
"prompt_tokens": 23407,
"cached_prompt_tokens": 23168,
"completion_tokens": 512,
"time_to_first_token_seconds": 1.6225465909956256,
"decode_seconds": 31.515383977006422,
"client_decode_tokens_per_second": 16.2143034770836,
"mtp_acceptance": 0.8864864864864865,
"output_sha256": "cef47d1a306d8ad208bcf04501012707e5c2389d130dbc4a8e9d404662b23ef9"
},
{
"prompt_tokens": 23418,
"cached_prompt_tokens": 23168,
"completion_tokens": 512,
"time_to_first_token_seconds": 1.6728898490036954,
"decode_seconds": 34.99341846400057,
"client_decode_tokens_per_second": 14.602745957091633,
"mtp_acceptance": 0.7524509803921569,
"output_sha256": "9b1f608c46be1e37542ec02ded7c803cc061326094ad6ad3c59a5c84cbcb53ad"
},
{
"prompt_tokens": 23424,
"cached_prompt_tokens": 23168,
"completion_tokens": 512,
"time_to_first_token_seconds": 2.3089601309984573,
"decode_seconds": 36.66200596400449,
"client_decode_tokens_per_second": 13.938135313755343,
"mtp_acceptance": 0.6985981308411215,
"output_sha256": "6866fdd0b999ca2fc1a513eb69363ec95bd9beb8c20da37d8f232c769a70976c"
}
],
"median_client_decode_tokens_per_second": 14.602745957091633
}
],
"scope": "Three requests per workload in one W4 runtime study. W8 was not rerun on this configuration. Fixed-length outputs and prompt checks do not establish full-model quality or 262K context correctness."
}