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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 · A52 · planned

mix00: 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 13:10 UTC. Later commits, branches or plan changes do not retarget this attempt.

Command
bash scripts/00_bootstrap_cuda.sh mix00
Working directory
experiments/E06-math-code-rescue
Configuration paths
None
Parameters
config configs/e6_arms.json; arm mix00: shares of APT4 tokens Polish 0.8, English 0.2, OpenWebMath 0.0, Python code 0.0; 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 44157337 renamed to mix00
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

    mix00: 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/mix00/raw_manifest.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/data_manifests/mix00/raw_manifest.json · public · sha256 d3966817aeca… · 1418 bytes · M193
    • data_manifests/mix00/mix00.meta.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/data_manifests/mix00/mix00.meta.json · public · sha256 478eda6afb71… · 568 bytes · M194
    • FVT transplant model.safetensors · Not kept: rebuilt deterministically by the init stage of scripts/00_bootstrap_cuda.sh · unavailable · sha256 246d363e3ae3… · M195
    • env_manifest_mix00.txt · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/env_manifest_mix00.txt · public · sha256 93b0a1cf0609… · 6196 bytes · M196
    • bpb_mix00.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/bpb_mix00.jsonl · public · sha256 2d18a5e7c658… · 14231 bytes · M197
    • probe_digits_mix00.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_mix00.jsonl · public · sha256 991c3d949379… · 11007 bytes · M198
    • probe_digits_raw/mix00/ckpt_00100M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00100M.jsonl · public · sha256 88692e2ce6aa… · 242501 bytes · M199
    • probe_digits_raw/mix00/ckpt_00200M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00200M.jsonl · public · sha256 494975de0e64… · 244499 bytes · M200
    • probe_digits_raw/mix00/ckpt_00300M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00300M.jsonl · public · sha256 89a6f9ac08fa… · 244079 bytes · M201
    • probe_digits_raw/mix00/ckpt_00400M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00400M.jsonl · public · sha256 ab2809c28c73… · 243575 bytes · M202
    • probe_digits_raw/mix00/ckpt_00500M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00500M.jsonl · public · sha256 4745eee61247… · 245169 bytes · M203
    • probe_digits_raw/mix00/ckpt_00600M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00600M.jsonl · public · sha256 113e3df357f4… · 246139 bytes · M204
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    • probe_digits_raw/mix00/ckpt_00800M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00800M.jsonl · public · sha256 1c359ae0fc78… · 242568 bytes · M206
    • probe_digits_raw/mix00/ckpt_00900M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_00900M.jsonl · public · sha256 ec58248741cf… · 244198 bytes · M207
    • probe_digits_raw/mix00/ckpt_01000M.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/ckpt_01000M.jsonl · public · sha256 36541310906d… · 242638 bytes · M208
    • probe_digits_raw/mix00/prompt_dump_ckpt_00100M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00100M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00200M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00200M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00300M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00300M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00400M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00400M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00500M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00500M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00600M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00600M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00700M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00700M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00800M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00800M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_00900M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_00900M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_ckpt_01000M.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_ckpt_01000M.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/prompt_dump_t0_base.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_t0_base.json · public · sha256 da2e51f25db4… · 777 bytes · M167
    • probe_digits_raw/mix00/prompt_dump_t0_fvt.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/prompt_dump_t0_fvt.json · public · sha256 e7c16c523f52… · 859 bytes · M186
    • probe_digits_raw/mix00/t0_base.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/t0_base.jsonl · public · sha256 026b934cde04… · 245310 bytes · M209
    • probe_digits_raw/mix00/t0_fvt.jsonl · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/mix00/t0_fvt.jsonl · public · sha256 6b2ed080fd56… · 264666 bytes · M210
    • perdoc/mix00_final__pl.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__pl.npz · public · sha256 e6ffaa7cb744… · 3702 bytes · M211
    • perdoc/mix00_final__en.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__en.npz · public · sha256 3c056f8de44e… · 3702 bytes · M212
    • perdoc/mix00_final__sci_arxiv.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__sci_arxiv.npz · public · sha256 d46ec3ffccb0… · 3702 bytes · M213
    • perdoc/mix00_final__sci_latex.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__sci_latex.npz · public · sha256 df3cc6c0e390… · 3702 bytes · M214
    • perdoc/mix00_final__sci_python.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__sci_python.npz · public · sha256 41c6c38e000c… · 3702 bytes · M215
    • perdoc/mix00_final__sci_gsm8k.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__sci_gsm8k.npz · public · sha256 7bf172be6746… · 3702 bytes · M216
    • perdoc/mix00_final__pl_wiki_sci.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__pl_wiki_sci.npz · public · sha256 845b6522a2a6… · 3702 bytes · M217
    • perdoc/mix00_final__pl_pes.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__pl_pes.npz · public · sha256 c23bc17902c5… · 3702 bytes · M218
    • perdoc/mix00_final__pl_informal.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__pl_informal.npz · public · sha256 359abc9f52e5… · 3702 bytes · M219
    • perdoc/mix00_final__math_clean.npz · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/perdoc/mix00_final__math_clean.npz · public · sha256 abec27a550ff… · 3702 bytes · M220
    • probe_digits_raw/prompt_dump_qwen2.5-0.5b-apt4-fvt.json · https://github.com/stw2/tokenizer-science-tax/blob/2457520fc798b19bee6893ac58e0357ec4c467d5/experiments/E06-math-code-rescue/results/probe_digits_raw/prompt_dump_qwen2.5-0.5b-apt4-fvt.json · public · sha256 88ce9137d024… · 859 bytes · M153
    • checkpoint mix00/ckpt_01000M · Not redistributed: ask the Room owner, or rebuild with scripts/00_bootstrap_cuda.sh at the pinned revisions · restricted · sha256 b93308fee258… · 776880358 bytes · M221
    • checkpoints mix00/ckpt_00100M to ckpt_00900M · Not kept: deleted with the training machine; their scores are in results/bpb_mix00.jsonl and results/probe_digits_mix00.jsonl · unavailable

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

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