| # Exact selected lineage |
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| HeyDonto Labs; responsible contact Reza Nehzati, Ph.D. ([profile](https://huggingface.co/rezanehzati)). |
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| The private N3 backbone is the uniform FP32 mean of S1001, S1003 and S1004 at step17535, serialized in BF16. Its combined named-shard digest is `a78c72786e43b779ab886d583d9a7da3fb6ed07e026b681cc8a7270b216acf8e`. Its 18 files are retained byte-for-byte, including its private config and processor metadata. |
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| The selected main continuation is **original-n3-main-lr2e5-step000900**: learning rate 2e-5, seed908, gradient accumulation8. The selected prefix contains 7,200 draws and 4,130 unique rows from the eligible 7,207-row continuation training population. Its adapter is `0240d87b…`, rank16/alpha32, 15,335,424 parameter elements. Serving retains one FP32 default LoRA on the BF16 N3 backbone, unmerged. Later producer steps and exposures are not attributed to this checkpoint. |
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| The selected temporal continuation is **original-temporal-lr5e6-step000600**: learning rate 5e-6, seed908, gradient accumulation8. The selected prefix contains 4,800 draws and 2,912 unique rows from the eligible 4,680-row population. The `87fc446a…` checkpoint contains the complete updated adapter initialized from a47; a47 must not be applied as a second adapter. The serving configuration is the exact normalized `0ff6dad4…` file, while producer config `d621c666…` remains separately identified. The frozen temporal loader applies it once to public Qwen revision0c351, then merges at initialization. |
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| The inherited N3 source corpus `4b1ee90b…` contains 46,758 rows: 33,581 organizer rows, 4,621 paraphrases, 5,217 count rows, 2,317 convention rows and 1,022 adopted human-review rows. The continuation corpus `66362830…` is separate. Official-only new continuation does not erase inherited clinical/development exposure. Historical temporal smoke/full populations and the owner-reported human-labeler/eligibility interpretation remain separate disclosures; no new organizer eligibility decision is asserted. |
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| The private annotation packet `ee69dafa…` retains the known 13,177 derived rows across four JSONL files. It excludes all 33,581 organizer rows and video pixels; row locators and review statements do not establish complete signature custody or redistribution permission. `ANNOTATION_SCOPE.json` lists exact counts and hashes. Its intended private organizer venue is a preserved owner decision; actual access and delivery receipts must be recorded independently. |
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| The six inherited prior files remain byte-identical. `cholec_priors_v38.json` arose from zero-shot OWLv2 detections on 613 frames from 10 CholecTrack20 videos; it is not a new optimizer-training corpus. The remaining duration, quadrant, stem and mode tables retain their organizer-training provenance. No v40 prior or obsolete neural checkpoint is included. |
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| The original forward candidate changed the frame sampler (`cd146570…`). The later R3 compatibility derivative additionally fixes image-owned SEGMENT routing in cap_fmt_inferrer.py and records exactly attributed pre-generation deferrals in its bootstrap; the original timestamps, sampler/model behavior and all other 51 serving files remain unchanged. Public Qwen, private N3, both selected adapters, all six priors, prompts, precision, frame limits and generation settings are unchanged. `TRAINING_RESOURCES.json` preserves selected-save timing/peak scopes and producer identities; `MODEL_IDENTITY.json` preserves every selected file identity. |
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| The known derived packet contains all 13,177 listed extensions: 4,621 paraphrases, 5,217 count remints, 2,317 convention remints and 1,022 adoption rows. Exclusion of the 33,581 organizer rows is intentional, not evidence that those rows must be republished. The unresolved items are the separate private annotation URL/access/delivery receipts and complete signature provenance. |
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| ## R4 serving compatibility update |
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| R4 local runtime, archive and import checks completed; official platform qualification remains unproven. The exact archive is `e477d307ff2e09f469d83569ec1ce8703daeef34edbba633a3f240eab955de00` (35,613,293,722 bytes), immutable generation `1789092734891901`. The build manifest is `ba9ddb1e78a45040803ae6f0e68c66de7a538f5e3e86397777e5fc2c488106b0` and configuration `3f43fce1081dc5db454447dbe4678947e5cefec014635e611d8d1032a0ac71c4`. Full compressed/raw archive verification covers all 26 ordered DiffIDs; actual same-generation classic Docker import reports config `3f43fce1081dc5db454447dbe4678947e5cefec014635e611d8d1032a0ac71c4` and no imported manifest digest. The agreed eight cases completed 9 application invocations and 1593 answer executions across 533 unique qIDs. Healthy20 and loose/ZIP500 matched saved content; reverse20 matched the same-image ordinary20, and both ZIP quotas matched the same-image loose500. Canonical repeated calls retained the exact disclosed deferrals. The mixed recovery case blanked only its declared failed questions and preserved later healthy outputs. These are bounded runtime/interface/content checks; no new semantic grade or official final result is claimed. |
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| R4 retains the image-owned literal SEGMENT task and the original request clocks. It stages only the selected ZIP member for each startup probe or answer, verifies that member through CRC/EOF and SHA-256, closes decoder handles, and removes the lease before continuing. Loose input remains a direct read. Model initialization is still eager. An attributed ordinary per-question exception produces empty content for that qID with measured latency and failure telemetry; successful answers are preserved and later questions continue. Unsafe or ambiguous archives, source mutation, cleanup integrity, required model initialization, environment and fixed-track failures remain fatal. The inherited precise pre-generation rules deferrals remain separately disclosed as degraded coverage. The four changed image files are the bootstrap, contract, probe entrypoint and new ZIP helper; all 51 unchanged inherited serving source files, including cap_fmt, all 50 model/prior assets, prompts, model arithmetic and generation settings remain unchanged. |
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| The full retained ZIP500 was qualified locally at the stated 4 GiB and 16 GiB tmpfs profiles, alongside loose500, healthy20, reversed20, default and persistent canonical calls, and controlled recovery. These fixtures do not establish the platform scratch quota, all possible input sizes, continuous resource peaks, cold-cache requirements, general order invariance, new semantic scores, independent-holdout performance or official platform success. Canonical deferrals and deliberately failed recovery rows are reduced scientific coverage. The prior R3 4 GiB eager-ZIP failure is a conditional local capacity reproduction, not proof of the organizer failure cause. Earlier images and failed attempts remain historical. |
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