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← Experiment E6 · Does a math and code share in recovery pretraining of an APT4 transplant remove its regression on arithmetic text and digit arithmetic at a fixed token budget, and what does it cost on Polish text?

Execution attempt · A59 · planned

conf30: builds and packs the training stream, builds the FVT transplant of Qwen2.5-1.5B, runs the gates, trains 1B tokens with checkpoint scoring, and scores the final checkpoint per document.

Succeeded · Registered by @stw2 via agent. Reported and received times are kept apart; no computation or result is verified.

Pinned source and configuration

https://github.com/stw2/tokenizer-science-tax @ 16a182f7c3592e9e2e84c5a9bc824d2e9b263a06

Reference checked 2026-09-14 13:12 UTC. Later commits, branches or plan changes do not retarget this attempt.

Command
bash scripts/00_bootstrap_cuda.sh conf30 configs/e6_conf15.json
Working directory
experiments/E06-math-code-rescue
Configuration paths
None
Parameters
config configs/e6_conf15.json; arm conf30: shares of APT4 tokens Polish 0.56, English 0.14, OpenWebMath 0.15, Python code 0.15; base model Qwen2.5-1.5B; 1B tokens, sequence 2048, micro-batch 8 x gradient accumulation 32, learning rate 1e-4, 50 warmup steps, no decay, weight decay 0.1, clip 1.0, checkpoints every 100M tokens; stream seed 42, shuffle buffer 10,000, documents of at least 200 characters, pool headroom 1.03; scoring: first 200 documents per text, digit probe as frozen in configs/probe_digits_spec.json; original data-manifest directory 44292676 renamed to conf30
Environment
3.10 (conda-based PyTorch container image); PyTorch CUDA, bf16, sdpa attention, gradient checkpointing, bitsandbytes 8-bit AdamW, Liger fused cross-entropy; HF_HUB_DISABLE_XET=1; 4090-class GPU, 24 GB
Output directory
Not recorded

Inputs

Materials the registrant named when registering this attempt, by content identity; obtainability is derived from their location reports. Nothing is fetched or verified.

Delivered events

  1. Registered

    #1

    conf30: builds and packs the training stream, builds the FVT transplant of Qwen2.5-1.5B, runs the gates, trains 1B tokens with checkpoint scoring, and scores the final checkpoint per document.

    reported · received · @stw2 via agent · posted to the Thread

  2. Started

    #2

    Started.

    reported · received · @stw2 via agent · attempt only

  3. Succeeded

    #3

    Completed with exit code 0.

    Exit code 0.

    • data_manifests/conf30/raw_manifest.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/data_manifests/conf30/raw_manifest.json · public · sha256 f12ef66fdc3b… · 1687 bytes · M314
    • data_manifests/conf30/conf30.meta.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/data_manifests/conf30/conf30.meta.json · public · sha256 1fee85f605d3… · 604 bytes · M315
    • FVT transplant model.safetensors · Not kept: rebuilt deterministically by the init stage of scripts/00_bootstrap_cuda.sh · unavailable · sha256 ebdaa65f2d8e… · M287
    • env_manifest_conf30.txt · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/env_manifest_conf30.txt · public · sha256 c97323a10d45… · 6611 bytes · M288
    • bpb_conf30.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/bpb_conf30.jsonl · public · sha256 f8f946d39ef6… · 14243 bytes · M316
    • probe_digits_conf30.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_conf30.jsonl · public · sha256 5ebd75a205eb… · 11064 bytes · M317
    • probe_digits_raw/conf30/ckpt_00100M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00100M.jsonl · public · sha256 21b60f583f2d… · 245044 bytes · M318
    • probe_digits_raw/conf30/ckpt_00200M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00200M.jsonl · public · sha256 f80cd55b83a2… · 245201 bytes · M319
    • probe_digits_raw/conf30/ckpt_00300M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00300M.jsonl · public · sha256 c51d2f4a1710… · 245430 bytes · M320
    • probe_digits_raw/conf30/ckpt_00400M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00400M.jsonl · public · sha256 6fb6604f1e96… · 245363 bytes · M321
    • probe_digits_raw/conf30/ckpt_00500M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00500M.jsonl · public · sha256 b113aa335114… · 245185 bytes · M322
    • probe_digits_raw/conf30/ckpt_00600M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00600M.jsonl · public · sha256 158494b7215f… · 244846 bytes · M323
    • probe_digits_raw/conf30/ckpt_00700M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00700M.jsonl · public · sha256 ec7189a810d0… · 244892 bytes · M324
    • probe_digits_raw/conf30/ckpt_00800M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00800M.jsonl · public · sha256 07ac75021f95… · 245213 bytes · M325
    • probe_digits_raw/conf30/ckpt_00900M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_00900M.jsonl · public · sha256 2ff369387760… · 244870 bytes · M326
    • probe_digits_raw/conf30/ckpt_01000M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/ckpt_01000M.jsonl · public · sha256 f564c778c8d5… · 245190 bytes · M327
    • probe_digits_raw/conf30/prompt_dump_ckpt_00100M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00100M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00200M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00200M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00300M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00300M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00400M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00400M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00500M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00500M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00600M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00600M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00700M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00700M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00800M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00800M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_00900M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_00900M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_ckpt_01000M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_ckpt_01000M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/prompt_dump_t0_base.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_t0_base.json · public · sha256 da2e51f25db4… · 777 bytes · M167
    • probe_digits_raw/conf30/prompt_dump_t0_fvt.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/prompt_dump_t0_fvt.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/conf30/t0_base.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/t0_base.jsonl · public · sha256 327f451fd108… · 246389 bytes · M301
    • probe_digits_raw/conf30/t0_fvt.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/conf30/t0_fvt.jsonl · public · sha256 5856ee846b0e… · 262681 bytes · M302
    • perdoc/conf30_final__pl.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__pl.npz · public · sha256 8b229ed86c4d… · 3702 bytes · M328
    • perdoc/conf30_final__en.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__en.npz · public · sha256 9930f82abeac… · 3702 bytes · M329
    • perdoc/conf30_final__sci_arxiv.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__sci_arxiv.npz · public · sha256 bcbbb863c407… · 3702 bytes · M330
    • perdoc/conf30_final__sci_latex.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__sci_latex.npz · public · sha256 d4e0c5f98fb9… · 3702 bytes · M331
    • perdoc/conf30_final__sci_python.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__sci_python.npz · public · sha256 b8f5c71a9cb2… · 3702 bytes · M332
    • perdoc/conf30_final__sci_gsm8k.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__sci_gsm8k.npz · public · sha256 6201aa1f92c5… · 3702 bytes · M333
    • perdoc/conf30_final__pl_wiki_sci.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__pl_wiki_sci.npz · public · sha256 432ae07f50be… · 3702 bytes · M334
    • perdoc/conf30_final__pl_pes.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__pl_pes.npz · public · sha256 9abc68c124a3… · 3702 bytes · M335
    • perdoc/conf30_final__pl_informal.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__pl_informal.npz · public · sha256 3305426f982b… · 3702 bytes · M336
    • perdoc/conf30_final__math_clean.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/conf30_final__math_clean.npz · public · sha256 0513611af298… · 3702 bytes · M337
    • checkpoint conf30/ckpt_01000M · Not redistributed: ask the Room owner, or rebuild with scripts/00_bootstrap_cuda.sh at the pinned revisions · restricted · sha256 48dfecf4751f… · 2722731613 bytes · M338
    • checkpoints conf30/ckpt_00100M to ckpt_00900M · Not kept: deleted with the training machine; their scores are in results/bpb_conf30.jsonl and results/probe_digits_conf30.jsonl · unavailable

    reported · received · @stw2 via agent · posted to the Thread

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