hugo commented on issue hugo/DS4Server#111 2026-10-04 13:37:37 +00:00
Tokenize all Unicode number categories with the Qwen3 contract

Implemented in 8965e77ea173c932e00f70759d0a83ac1c5072f0 and pushed to main.

Qwen now uses the trained Unicode-aware split for both plain and rendered input, including all Nd/Nl/No categories,…

hugo pushed to main at hugo/DS4Server 2026-10-04 13:37:15 +00:00
8965e77ea1 Match Qwen Unicode number token boundaries
hugo opened issue hugo/DS4Server#117 2026-10-04 13:33:53 +00:00
Match Qwen direct-mode reasoning history rendering
hugo opened issue hugo/DS4Server#116 2026-10-04 13:33:42 +00:00
Apply the Qwen tokenizer NFC normalization contract
hugo closed issue hugo/DS4Server#110 2026-10-04 13:18:52 +00:00
Prevent uninitialized expert outputs for large unaligned M5 prefill chunks
hugo commented on issue hugo/DS4Server#110 2026-10-04 13:18:52 +00:00
Prevent uninitialized expert outputs for large unaligned M5 prefill chunks

Implemented and pushed as 990abb4755f3.

All Qwen stock MoE Gate/Up and Down gathers now use the pinned…

hugo pushed to main at hugo/DS4Server 2026-10-04 13:18:27 +00:00
990abb4755 Guard large unaligned Qwen expert gathers
hugo opened issue hugo/DS4Server#115 2026-10-04 13:17:46 +00:00
Quote numeric-looking revisions in the Dev Brain Git fixture
hugo closed issue hugo/DS4Server#109 2026-10-04 12:50:58 +00:00
Preserve compiled BF16 attention-gate math in MTP verification
hugo commented on issue hugo/DS4Server#109 2026-10-04 12:50:58 +00:00
Preserve compiled BF16 attention-gate math in MTP verification

Implemented and pushed as 57b8ac28a7ec.

Qwen MTP target verification, repair and final-primary commits now…

hugo pushed to main at hugo/DS4Server 2026-10-04 12:50:30 +00:00
57b8ac28a7 Match Qwen compiled verification gate math
hugo opened issue hugo/DS4Server#114 2026-10-04 12:46:37 +00:00
Preserve Qwen prefill cached-key zero sign
hugo opened issue hugo/DS4Server#113 2026-10-04 12:33:12 +00:00
Preserve MTPLX head-chunked Qwen verify SDPA execution
hugo closed issue hugo/DS4Server#108 2026-10-04 12:11:47 +00:00
Apply M-RoPE row by row across the vision position-table boundary
hugo commented on issue hugo/DS4Server#108 2026-10-04 12:11:47 +00:00
Apply M-RoPE row by row across the vision position-table boundary

Implemented and pushed in 892f8a70b95d73311f0135f8eb9716ec2426bc34 (Apply Qwen vision RoPE per row across table boundaries).

Attention follows pinned MTPLX's chunk route: covered rows retain…

hugo pushed to main at hugo/DS4Server 2026-10-04 12:11:28 +00:00
892f8a70b9 Apply Qwen vision RoPE per row across table boundaries
hugo closed issue hugo/DS4Server#107 2026-10-04 12:06:01 +00:00
Preserve sparse QSA and image-aware indexer positions for vision turns
hugo commented on issue hugo/DS4Server#107 2026-10-04 12:06:00 +00:00
Preserve sparse QSA and image-aware indexer positions for vision turns

Implemented and pushed in dccf81971fab7165927592366a5a65e76b6486c1 (Preserve image-aware sparse QSA for Qwen vision).

Qwen vision retains sparse selection and uses the pinned MTPLX image-aware,…

hugo pushed to main at hugo/DS4Server 2026-10-04 12:03:13 +00:00
dccf81971f Preserve image-aware sparse QSA for Qwen vision
hugo closed issue hugo/DS4Server#106 2026-10-04 11:42:37 +00:00
Commit the final MTP primary before banking warm session state