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Pull requests list

Progressive Depth Training — val_bpb 1.1980
#835 opened Mar 26, 2026 by iverbovoy Loading…
4 tasks done
Record: 0.1663 BPB - N-gram-Aware Training + Frozen N-gram Oracle + Backoff TTT
#834 opened Mar 26, 2026 by AnirudhRahul Loading…
6 tasks done
Non-record: Byte-level transformer + JEPA auxiliary loss (val_bpb: 1.1903)
#832 opened Mar 26, 2026 by jfprincz Loading…
Research: Why Novel Architectures Fail at 16MB — Throughput-Quantization Co-optimization
#831 opened Mar 26, 2026 by sseanliu Loading…
3 tasks done
Non-record: LeakyMixer: 11L leaky_relu(0.5)^2 + backoff n-gram mixer
#830 opened Mar 26, 2026 by zlxi02 Loading…
Record: 0.9076 BPB — 10L + N-gram Backoff + Matrix LR 0.03
#828 opened Mar 26, 2026 by bigbag Loading…
4 of 5 tasks
Record: LeakyReLU² + XSA4 + LN Scale + Partial RoPE — val_bpb 1.3999
#827 opened Mar 26, 2026 by Programmerryoki Loading…
Record: Order-Adaptive BackoffMixer (mean val_bpb=0.5440)
#825 opened Mar 26, 2026 by hypery11 Loading…
4 tasks done
GatedAttn + ValueResid + XSA6 + HedgeMixer + Legal TTT — val_bpb: 1.08965 (3-seed mean)
#824 opened Mar 26, 2026 by sahiee-dev Loading…
2
Add non-record 16MB submission: MOEA outer-loop proxy F2 on 1xRTX 3090
#823 opened Mar 26, 2026 by ai-wes Loading…
Add baseline and depth recurrence submissions (1xH100 20min runs)
#822 opened Mar 26, 2026 by henrycashe26 Loading…
[non-record] Masked Diffusion Language Model (val_var_bpb=1.625)
#820 opened Mar 26, 2026 by mtybadger Loading…
Add PES RosehipV1: Precision Error Signal + frontier stack
#819 opened Mar 26, 2026 by Tetrahedroned Loading…
[record] add HWNODE record - 0.5527
#818 opened Mar 26, 2026 by lucamignatti Loading…
Record submission: Poly5 Softcap + BigramHash(3072) + Wider GPTQ-lite…
#816 opened Mar 26, 2026 by jimliu741523 Loading…
Record: X-WING 3D Cubric + Complementary Training (val_bpb=0.4820)
#814 opened Mar 26, 2026 by newjordan Loading…
6 tasks done
1
Record: BackoffNgramMixer (mean val_bpb=0.6671)
#813 opened Mar 26, 2026 by hypery11 Loading…
4 tasks done
[non-record track] BankLinear: cross-layer shared weight bank with learned + random mixtures
#812 opened Mar 26, 2026 by andrewmouldon Loading…
Record: Per-Order Adaptive Alpha + N-gram Backoff (val_bpb=0.2995, 3-seed)
#810 opened Mar 26, 2026 by Idan3011 Loading…
Record: Chunk-Based N-gram Backoff + Score-First TTT (0.295 BPB)
#809 opened Mar 26, 2026 by AayushBaniya2006 Loading…
1
Record: 0.6364 BPB - Depth Recurrence + Multi-Order N-gram Backoff
#808 opened Mar 26, 2026 by Naazimsnh02 Loading…
Non-record: Sequential Momentum TTT (val_bpb=1.0116, 3-seed mean, 4xA10G)
#807 opened Mar 26, 2026 by connectwithprakash Loading…
3 tasks
Record: Backoff N-gram Cache + LeakyReLU(0.9)² (val_bpb=0.6678)
#806 opened Mar 26, 2026 by ibarrajo Loading…
2 of 4 tasks
Int6 GPTQ-lite + LeakyReLU(0.5)^2 + EMA + 11L MLP3x
#805 opened Mar 26, 2026 by zeytx Loading…
[Non-record] CAGE5 Colab T4 smoke: strictly causal 5-gram mixer
#804 opened Mar 26, 2026 by Devchandrasen Loading…
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