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docs/CONT64K_B5_RESULTS_2026-09-11.md ADDED
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+ # 64k b5 continuation to a full epoch -- 2026-09-11
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+
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+ Parent: ext64k run3 step 695 (67.0/65.0/52.0/29.0 at 8k/16k/32k/64k),
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+ loaded WEIGHTS-ONLY: ZeRO sidecars cannot cross world_size 4 -> 8.
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+ Data: b5_65536_131072, 9 shards = .865 B tokens.
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+ Train: 1651 steps x 524288 = .865 B tokens = a full b5 epoch.
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+ The loader restarts at token 0, so b5's first 42% is seen a
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+ second time and the rest for the first time.
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+ WSD warmup 100 / stable 1451 / decay tail 100.
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+ 8x H100, cp=8, B=1 x grad_accum 8.
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+ Eval: niah_single, N=100, greedy, shared haystack b2_8192_16384 val.
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+
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+ ## Results
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+
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+ | context | niah_single |
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+ |---|---|
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+ | 8192 | 45.0
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  |
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+ | 16360 | 17.0
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  |
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+ | 32744 | 2.0
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+ | 65512 | 1.0
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+
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+ Parent for comparison: 67.0 / 65.0 / 52.0 / 29.0.