feat(mlx-requirements): Added requirements_mlx.txt for easier venv setup#19
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MVPandey wants to merge 2 commits intoopenai:mainfrom
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feat(mlx-requirements): Added requirements_mlx.txt for easier venv setup#19MVPandey wants to merge 2 commits intoopenai:mainfrom
MVPandey wants to merge 2 commits intoopenai:mainfrom
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gb250e
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Mar 21, 2026
taka6745
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Apr 7, 2026
…dynamic=True + runner cleanup Stage 2 of the speed fix: TRAIN_SEQ_LEN 512->1024, TRAIN_BATCH_TOKENS 32768->65536. 4x more compute per step than stage 1, 128x more than the original buggy config. GPU memory now at 2410 MB / 12288 MB (19.6%), up from 744 MB (6%). Up 3.2x. Util still 0% in train_gpt startup; next monitor validates. Patch 2 torch.compile now uses dynamic=True + fullgraph=False to fix the SPEED4/5 crashes (default mode failed shape tracing on XSA/EL forward modifications). Duplicate runner saga: bash wrapper run_forever.sh survives pkill -f experiment_runner.py because pkill matches python only. Took 3 cleanup attempts to get to a single tree. Documented prevention for future restarts: pkill -f run_forever.sh BEFORE killing python. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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…rld-novel candidates C5 openai#19 results (6 new seed runs landed simultaneously): - L04_gated_attention_seed13 = 2.2206 ⭐ NEW SESSION BEST (n=4 mean 2.230125) - L08_normuon_seed7 = 2.2475 (n=3 mean 2.3323) - L09_entropy_adaptive_seed13 = 2.2543 (n=3 mean 2.3441) - L02_coprime_stride_seed7 = 2.2406 (n=4 mean 2.4191) - L06_ln_scale_seed7 = 2.2386 (n=4 mean 2.2857) - L07_byte_weight_seed7 = 2.2418 (n=3 mean 2.3236) L04 still champion. All 6 layers have converging means in the 2.23-2.42 range. 6/6 pods 90-100% util, no alarms. C30 openai#4 — mined 6 NEW world-novel candidates (3 L01 tokenizer, 3 L10 compression): L01 candidates (all world-novel): - TOK_entropy_patch_boundary_dynamic (Meta BLT entropy + sentencepiece fork, ~250 LOC) - TOK_morphology_aware_segmentation_fine_grain (Slovak SKMT, ~180 LOC) - TOK_adaptive_vocab_gradient_aware_training (joint train w/ Hessian, ~220 LOC) L10 candidates (all world-novel): - CMP_vq_learned_codebook_multilayer (RVQ + per-layer codebook + rANS, ~180 LOC) - CMP_asymmetric_numeric_systems_neural_prior (rANS + tiny neural prior, ~150 LOC) - CMP_tensor_train_int4_cores_mixed_precision (TT/MPO + int4 cores, ~220 LOC) All 6 passed the 5-check audit (literature, code, comp, PhD-defensibility) and got Section C audit blocks. Per the LOC-unlimited rule, these are big patches that were previously deferred — now first-class C90 build candidates. Total world-novel candidates queued: 23 → 29 (2 already shipped today as patches 26+27, 27 still untested in the C90 pipeline). Spend $0 (research only). Push: TBD. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Apr 24, 2026
- New <section id="community-tools"> between #resources and #changelog - Lists @Bortlesboat's three tools with factual one-line descriptions: parameter-golf-size-checker (16MB cap validator + submission.json drafter) parameter-golf-sweeps (JSON-config sweep runner with footer parsing) parameter-golf-runpod-starter (RunPod bootstrap scripts) - AGORA:COMMUNITY_TOOLS_START/END sentinels wrap the card for pipeline management - Nav link 'Community Tools' added to top nav - Submit-your-tool invite line at bottom - No marketing copy or lineage claims; tone is factual throughout Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
gHashTag
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Apr 30, 2026
…penai#19) - mcp/src/{index,config,runner,tools/{registry,handlers}}.ts - 7 tools: railway_service_{list,deploy,redeploy,delete}, railway_audit_run, neon_hive_status, railway_experience_append - Build: npm run build -> dist/index.js (ESM, executable) - Smoke-tested: initialize + tools/list returns 7 tools - README.md with Claude Desktop / Cursor config snippets - R5 honest exit codes (isError=true on non-zero CLI) - R7 triplet enforced via railway_experience_append schema - R9 no embargo bypass Closes openai#18 Co-authored-by: ghashtag-agent <koldezplattpa5my@hotmail.com>
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Was trying stuff out on my mac and thought this change could make it easier in the future (though I very much prefer uv overall)
requirements_mlx.txtwith MLX dependencies for Apple Silicon setup