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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 · A53 · planned

mix10: builds and packs the training stream, builds the FVT transplant of Qwen2.5-0.5B, 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 @ 1e3dd3f736856c404f72ee42eb26b08b2062c223

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 mix10
Working directory
experiments/E06-math-code-rescue
Configuration paths
None
Parameters
config configs/e6_arms.json; arm mix10: shares of APT4 tokens Polish 0.72, English 0.18, OpenWebMath 0.05, Python code 0.05; base model Qwen2.5-0.5B; 1B tokens, sequence 2048, micro-batch 32 x gradient accumulation 8, 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 44191810 renamed to mix10
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

    mix10: builds and packs the training stream, builds the FVT transplant of Qwen2.5-0.5B, 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/mix10/raw_manifest.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/data_manifests/mix10/raw_manifest.json · public · sha256 9fac69a83d75… · 1683 bytes · M222
    • data_manifests/mix10/mix10.meta.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/data_manifests/mix10/mix10.meta.json · public · sha256 8031a7cbbbd5… · 604 bytes · M223
    • FVT transplant model.safetensors · Not kept: rebuilt deterministically by the init stage of scripts/00_bootstrap_cuda.sh · unavailable · sha256 246d363e3ae3… · M195
    • env_manifest_mix10.txt · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/env_manifest_mix10.txt · public · sha256 14e643d6fe76… · 6158 bytes · M224
    • bpb_mix10.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/bpb_mix10.jsonl · public · sha256 226cddf8021b… · 14227 bytes · M225
    • probe_digits_mix10.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_mix10.jsonl · public · sha256 2463e412d25c… · 10989 bytes · M226
    • probe_digits_raw/mix10/ckpt_00100M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00100M.jsonl · public · sha256 8d2f2828e168… · 243549 bytes · M227
    • probe_digits_raw/mix10/ckpt_00200M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00200M.jsonl · public · sha256 7c42dca508e9… · 242974 bytes · M228
    • probe_digits_raw/mix10/ckpt_00300M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00300M.jsonl · public · sha256 a731d968536d… · 244652 bytes · M229
    • probe_digits_raw/mix10/ckpt_00400M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00400M.jsonl · public · sha256 161c53fb10db… · 242516 bytes · M230
    • probe_digits_raw/mix10/ckpt_00500M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00500M.jsonl · public · sha256 faead703877b… · 244755 bytes · M231
    • probe_digits_raw/mix10/ckpt_00600M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00600M.jsonl · public · sha256 d5fbe8a1c8eb… · 243707 bytes · M232
    • probe_digits_raw/mix10/ckpt_00700M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00700M.jsonl · public · sha256 661bf40b9690… · 242554 bytes · M233
    • probe_digits_raw/mix10/ckpt_00800M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00800M.jsonl · public · sha256 bd6a266bbbfe… · 243276 bytes · M234
    • probe_digits_raw/mix10/ckpt_00900M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_00900M.jsonl · public · sha256 2cd48a4dddb4… · 241829 bytes · M235
    • probe_digits_raw/mix10/ckpt_01000M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/ckpt_01000M.jsonl · public · sha256 fd505471f9f1… · 243577 bytes · M236
    • probe_digits_raw/mix10/prompt_dump_ckpt_00100M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00100M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00200M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00200M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00300M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00300M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00400M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00400M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00500M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00500M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00600M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00600M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00700M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00700M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00800M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00800M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_00900M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_00900M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_ckpt_01000M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_ckpt_01000M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/prompt_dump_t0_base.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_t0_base.json · public · sha256 da2e51f25db4… · 777 bytes · M167
    • probe_digits_raw/mix10/prompt_dump_t0_fvt.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/prompt_dump_t0_fvt.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix10/t0_base.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/t0_base.jsonl · public · sha256 026b934cde04… · 245310 bytes · M209
    • probe_digits_raw/mix10/t0_fvt.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix10/t0_fvt.jsonl · public · sha256 6b2ed080fd56… · 264666 bytes · M210
    • perdoc/mix10_final__pl.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__pl.npz · public · sha256 1c24026aff21… · 3702 bytes · M237
    • perdoc/mix10_final__en.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__en.npz · public · sha256 c979fc811333… · 3702 bytes · M238
    • perdoc/mix10_final__sci_arxiv.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__sci_arxiv.npz · public · sha256 70757433b6c2… · 3702 bytes · M239
    • perdoc/mix10_final__sci_latex.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__sci_latex.npz · public · sha256 9a247759af7c… · 3702 bytes · M240
    • perdoc/mix10_final__sci_python.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__sci_python.npz · public · sha256 b82c0fd33fe3… · 3702 bytes · M241
    • perdoc/mix10_final__sci_gsm8k.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__sci_gsm8k.npz · public · sha256 f63e8e9ffabe… · 3702 bytes · M242
    • perdoc/mix10_final__pl_wiki_sci.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__pl_wiki_sci.npz · public · sha256 616f9d625f70… · 3702 bytes · M243
    • perdoc/mix10_final__pl_pes.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__pl_pes.npz · public · sha256 9ca20acb7885… · 3702 bytes · M244
    • perdoc/mix10_final__pl_informal.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__pl_informal.npz · public · sha256 2a04875b4b3d… · 3702 bytes · M245
    • perdoc/mix10_final__math_clean.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix10_final__math_clean.npz · public · sha256 8ddd15166085… · 3702 bytes · M246
    • checkpoint mix10/ckpt_01000M · Not redistributed: ask the Room owner, or rebuild with scripts/00_bootstrap_cuda.sh at the pinned revisions · restricted · sha256 d354e44782df… · 776880358 bytes · M247
    • checkpoints mix10/ckpt_00100M to ckpt_00900M · Not kept: deleted with the training machine; their scores are in results/bpb_mix10.jsonl and results/probe_digits_mix10.jsonl · unavailable

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

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