Winnow-E2B / docs /comparison-summary.json
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{
"title": "E2B / E4B direct and adaptive comparison",
"date": "2026-10-06",
"metric": "Verified-label accuracy for Jev/Kev; synthetic teacher-label agreement for Typed",
"scope": "Previously exposed panels; same frozen cases; E2B integrated v3 and retained E4B comparison; model-specific policies and generation paths",
"common_settings": {
"target_weights": "Q8",
"target_kv": "F16",
"context": 8192,
"mtp_draft_length": 4,
"chat_slots": 1,
"draft_cache_flags": "Q8_0 (retained launch flags)",
"assistant_attention_kv": "F16 (shared target K/V tensors)"
},
"e2b": {
"gate": "raw maxP < 0.99",
"direct_augmented_weights": [
0.5,
0.5
],
"sampler": "backend temperature sampling",
"batch": 1024,
"ubatch": 1024,
"deadline_seconds": 180,
"adaptive_execution": "actual integrated v3 run",
"source_commit": "ee6bd37d34ae35d2e69ebb0c4b0957a10c727357",
"policy": "e2b-raw99-blend50-v3",
"prompt": "native labels with safe input escaping and structured-state ownership"
},
"e4b": {
"policy": "e4b-calibrated75-g95-v1",
"gate": "raw maxP < 0.95",
"direct_augmented_weights": [
0.25,
0.75
],
"sampler": "released sampler; no E2B backend-temperature flag",
"batch": 2048,
"ubatch": 1024,
"deadline_seconds": 75,
"adaptive_execution": "live selective client",
"calibration_scope": "F16 KV outside measured release profile; temperatures held fixed"
},
"receipt_sha256": {
"e4b-e2b-comparison-analysis.json": "b19713c86fc58ab837137009bb8796a6fb82c717465f9c84cfc63cafe5f8d19f",
"e4b-e2b-comparison-freeze.json": "6ffc48de7155b73d69659ee7757b122354813b0984b02712a84b89854c40eacd",
"e2b-v3-analysis.json": "1cd872865228fb33adaf12dd48d3656b98fd6f1f499d8adf364e04de4f1ddb27",
"e2b-v3-freeze.json": "eb163f63b0eb3a706adaaf18d20ebe3acaef4ddb0690005149eef2cbc750d2a6",
"e2b-v3-completion.json": "6e8eb1e7f38bb725321b5bc24683ec8ccfb24b34a92d5de15e94f776d30e26b0"
},
"panels": [
{
"key": "jevbench-public",
"title": "JevBench",
"n": 231,
"source_sha256": "bd304bc512d70bcbd9ff0b7d039d241b86aa0072ae5533c3c8d493c170aeb4d0",
"E2B": {
"direct": 175,
"adaptive": 202,
"direct_pct": "75.76",
"adaptive_pct": "87.45",
"change_pp": "+11.69"
},
"E4B": {
"direct": 183,
"adaptive": 203,
"direct_pct": "79.22",
"adaptive_pct": "87.88",
"change_pp": "+8.66"
}
},
{
"key": "kev-v9-clean",
"title": "Kev v9 clean",
"n": 1046,
"source_sha256": "4ca4b28a171d6130f00e078316e9cdfcdedd0933a1b5fb967517c2e20244ad90",
"E2B": {
"direct": 728,
"adaptive": 851,
"direct_pct": "69.60",
"adaptive_pct": "81.36",
"change_pp": "+11.76"
},
"E4B": {
"direct": 762,
"adaptive": 842,
"direct_pct": "72.85",
"adaptive_pct": "80.50",
"change_pp": "+7.65"
}
},
{
"key": "typed-decisions",
"title": "Typed",
"n": 2000,
"source_sha256": "143541319ddc4445ba67098c0af0480646e8124d682365d649b8e5947298cc0d",
"E2B": {
"direct": 1237,
"adaptive": 1366,
"direct_pct": "61.85",
"adaptive_pct": "68.30",
"change_pp": "+6.45"
},
"E4B": {
"direct": 1446,
"adaptive": 1439,
"direct_pct": "72.30",
"adaptive_pct": "71.95",
"change_pp": "\u22120.35"
}
}
]
}