User decision: “all of them.” This follows the choice between all eligible calls/call pairs and a fixed question count, and the request to generate the remaining QA and add them to EndgameLabs/SalesTranscriptQA on Hugging Face.
Cover all 10,829 single calls and all 11,765 distinct-dialogue pairs within an explicit opportunity/lead (4,087 B2B; 7,678 B2C). Attempt one accepted QA per source unit, with bounded replacement attempts and explicit rejection/exhaustion reporting; eligibility is not a guarantee of answerable QA. Preserve verbatim corpus and original immutable pilot revision.
- Strengthen question-required-fact alignment and actual two-call necessity following pilot evaluation findings.
- Add resumable exhaustive enumeration, finite retries, global duplicate filtering, coverage/cost accounting.
- Generalize validated release packaging; automate versioned Hugging Face publication and anonymous checksum/CLI verification.
- Run full generation and publish accepted QA, preserving provenance and CC BY-NC 4.0 attribution.
No fixed accepted count or deadline: accepted yield depends on unchanged strict quality gates. Track model/transport failures separately from quality rejections. Never publish an incomplete generation as a completed full release.
User decision: “all of them.” This follows the choice between all eligible calls/call pairs and a fixed question count, and the request to generate the remaining QA and add them to EndgameLabs/SalesTranscriptQA on Hugging Face.
Cover all 10,829 single calls and all 11,765 distinct-dialogue pairs within an explicit opportunity/lead (4,087 B2B; 7,678 B2C). Attempt one accepted QA per source unit, with bounded replacement attempts and explicit rejection/exhaustion reporting; eligibility is not a guarantee of answerable QA. Preserve verbatim corpus and original immutable pilot revision.
No fixed accepted count or deadline: accepted yield depends on unchanged strict quality gates. Track model/transport failures separately from quality rejections. Never publish an incomplete generation as a completed full release.