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Pull requests: openai/parameter-golf

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Pull requests list

Non-record: O(n) field LM, 2L FP16 (no attention)
#496 opened Mar 23, 2026 by galaxy4552 Loading…
Non-record: Add submission track_non_record_16mb/2026-03-23_DepthRecurrent_TTT
#495 opened Mar 23, 2026 by SergiuDeveloper Loading…
Non-record: Phase 1 Legal Score-First TTT + Meta-TTT (FOMAML) — awaiting compute
#494 opened Mar 23, 2026 by george11642 Loading…
5 tasks
Record: 11L EMA + Int6 + XSA + LeakyReLU² + Partial RoPE (val_bpb: 1.1309)
#493 opened Mar 23, 2026 by parinzee Loading…
Record: 11L XSA4 + EMA + Partial RoPE + Rank-8 TTT Hooks (1.1591 bpb)
#492 opened Mar 23, 2026 by Divyesh-Thirukonda Loading…
Value Residual + DenseFormer DWA + TTT
#491 opened Mar 23, 2026 by ahmettrkck Loading…
4 tasks
Record: 11L Value Residual + Gated Attention + AdamW TTT (val_bpb=1.0891)
#490 opened Mar 23, 2026 by amaljithkuttamath Loading…
Record: 7L MLP3x + BigramHash + SmearGate + TTT 5ep (mean val_bpb=1.1327)
#489 opened Mar 23, 2026 by sofiabod Loading…
Record: 11L Int6 QAT + Warmdown (val_bpb=1.3267, 1xH100)
#488 opened Mar 23, 2026 by pkim02 Loading…
3 tasks
Non-record: Value Residual (-0.015 BPB) + Gated Attention (-0.003 BPB) on 11L Production Stack
#487 opened Mar 23, 2026 by anantdgoel Loading…
Record: 11L TrigramHash + ValueResidual + GradQuant + AdamW TTT (mean val_bpb=1.1132, best 1.1101)
#486 opened Mar 23, 2026 by ndokutovich Loading…
Record: 10L CountInitBigram + XSA + PartialRoPE (val_bpb=1.1522)
#485 opened Mar 23, 2026 by harsha-gouru Loading…
7
Non-record: EBLS (Empirical Bayes Layer Sharing) — learned sharing patterns
#484 opened Mar 23, 2026 by Robby955 Loading…
Track 10min_16mb: PR #287 family rerun at 585s wallclock (mean val_bpb=1.1346)
#483 opened Mar 23, 2026 by tmustier Loading…
Record: Cosine TTT scheduling with per-layer lr — mean val_bpb=1.0970 (3 seeds)
#481 opened Mar 23, 2026 by mrdavtan Loading…
Non-record: MoE exploration + multi-bit quantization analysis
#480 opened Mar 23, 2026 by imyesung Loading…
Record: 10L QAT + SwiGLU + BigramHash(10240) (val_bpb=TBD)
#479 opened Mar 23, 2026 by chirag-bajaj Loading…
New SOTA: 1.12676 BPB - 11L XSA-all(11) + GPTQ-lite + EMA + Late QAT
#478 opened Mar 23, 2026 by gowtham0992 Loading…
2
[Non-record] MHALM v1 (1.4574 bpb)
#476 opened Mar 23, 2026 by aquemy Loading…
[Non-record] ABRAM_CHIP v2 — HECR int16 ultra compact — 34 KB — 0.50 bpb
#475 opened Mar 22, 2026 by abrahaw123-cell Loading…
Non-record: 6-Technique Stack — Catalytic Residuals + Value Residual + Gated Attention + BigramHash(10240) + 12L (val_bpb=1.1690)
#474 opened Mar 22, 2026 by joshuaswarren Loading…
1
Record: Legal Score-First TTT + Parallel Muon — val_bpb 1.1220 (3-seed mean)
#473 opened Mar 22, 2026 by abaybektursun Loading…
1
Add final local MLX NovelStack stack
#472 opened Mar 22, 2026 by pgxcare • Draft
Add submission: 11L Frontier Stack + Value Residual + Gated Attention
#471 opened Mar 22, 2026 by yuvrajyadav17 Loading…
Non-record: Shared-weight transformer with extended warmdown (1.1454 val_bpb)
#470 opened Mar 22, 2026 by leofeasby Loading…
ProTip! Exclude everything labeled bug with -label:bug.