nanochat-filipino P4 (token-share mix)

Matched-branch research checkpoints: frozen Tagalog parent C0 plus children C1, C2, and C3. This is not a chat, instruction, or production model. One seed.

P4 is a matched branch study. Use the four files together; do not treat C3 as a standalone “bilingual nanochat.” C3 is not P3 B3.

Identity and scope

P4 only. Not P1.1. Not P2. Not P3. Not trained from pageman/nanochat-filipino-p1-fixed-d20-3x, pageman/nanochat-filipino-p2-en-then-tl, or pageman/nanochat-filipino-p3-tl-then-en.

  • AsPredicted #307591
  • ResearchBox 8869 (FOR PEER REVIEW; not Make Public)
  • AsCollected #2471 (NANOCHAT-FILIPINO-P4)
  • GitHub audit trail: pageman/nanochat-filipino (results/p4/, docs/p4/, docs/hub/p4-token-share-mix/)
  • Run ID p4-20260821T060032Z-92d63d4
  • nanochat pin 92d63d4e8bb4df75c3b71618f31ddde2378b2bcd

Do not upload these files onto P1.1, P2, or P3 Hub repositories. Never present C3 alone as “the P4 model.”

Files

Ship C0+C1+C2+C3 together with the carry-forward P3 tokenizer.

Path Role
c0/p4-c0-tl-d20-model_000294.pt C0 frozen Tagalog parent (step 294)
c0/checkpoint_identity.json C0 identity (not trainer in-loop val_bpb)
c1/p4-c1-tl-d20-model_000294.pt C1 extra-Tagalog control
c1/checkpoint_identity.json C1 identity
c2/p4-c2-en-d20-model_000294.pt C2 pure-English continuation
c2/checkpoint_identity.json C2 identity
c3/p4-c3-mix-d20-model_000294.pt C3 token-share mix (q_{\mathrm{TL}}=0.50)
c3/checkpoint_identity.json C3 identity
tokenizer.pkl Carry-forward P3 Tagalog 32,768 BPE
token_bytes.pt Token UTF-8 bytes

Optimizer states are not in this release. Trainer meta_*.json was not copied off the GPU host; official BPB is evaluation/, not in-loop val_bpb. Load with custom nanochat (scripts.base_train / scripts/p4/evaluate_bpb.py), not transformers from_pretrained as a causal LM chat pipeline.

Research purpose

Controlled, preregistered token-share mixture trade-off after a fresh Tagalog parent. Not a confirmation of P3, not “P3 B3 fixed,” not a leaderboard, production deployment, or instruction-following claim.

Branch map

All d20, same immutable Tagalog parent C0, same phase-2 budget (N=294), (D=19{,}267{,}584), fresh optimizer, carry-forward P3 Tagalog 32,768 BPE.

  • C0 frozen Tagalog parent (P0-T PASS)
  • C1 extra-Tagalog active control from C0
  • C2 English-only continuation from C0
  • C3 pre-frozen source-content token-share mix (q_{\mathrm{TL}}=0.50) from C0 (only tested branch)

Data provenance

Frozen P1.1 WikiText-TL-39 train/val manifests and WikiText-103-raw English. Raw protected holdout text is not released.

Evaluation table (sealed)

Full validation (val_bpb_full), Gate U. Machine-readable copies: evaluation/ and GitHub results/p4/.

Arm Tagalog English
C0 (via P0-T) 2.615645
C1 0.785486 2.878106
C2 2.517909 1.333106
C3 1.201273 1.502828

Primary contrasts: (R_{\mathrm{TL}}=\mathrm{TL}(C3)-\mathrm{TL}(C2)=-1.316637) (observed); (A_{\mathrm{EN}}=\mathrm{EN}(C3)-\mathrm{EN}(C1)=-1.375277) (observed). C0 English is descriptive and excluded from the contrasts.

C3-only secondary tests (Gate V): English WT103-raw test BPB 1.513698; Tagalog holdout 1.202140. P1.1, P2, and P3 Gate V numbers are not reused. C1 and C2 were not tested.

Interpretation boundary

Both registered co-primary patterns were observed in this one-seed fixed apparatus. No significance test, confidence interval, population effect, or universal-mixture claim. C3 is a token-share trade-off arm (descriptive UTF-8 byte share Tagalog ≈0.566 / English ≈0.434; Gate E), not a byte-balanced mix and not P3 B3.

Checksums

See SHA256SUMS.txt and RELEASE_MANIFEST.json. Re-hash downloads before use.

File Role SHA-256
c0/…model_000294.pt C0 34e069646be4158979809c023691188439047d6cbee08a141db432c78bcf02e2
c1/…model_000294.pt C1 87b9f55146de72dd6ae53598b9aea8d99079ff0f9492b7f9ea4fdce550664c55
c2/…model_000294.pt C2 0787aed0f13a0ab3ec144baf6802b144a18412780a2d00a64ca7adcb67a4a375
c3/…model_000294.pt C3 eef9a4e11c4840ac036d42c3bf4d87a2139ea1fa5809e1c756df2770fe0609f3
tokenizer.pkl Tagalog BPE 04436b854e0841025a3dd2b46baaeeea07a7ccc252e9f99a19171306f00bc5a8
token_bytes.pt Token bytes a5dbc1c88f6292696108263072d77115718cc2d8357f7ad4859adfa517cc2132

License and use restrictions

YAML license: other because the training text is Wikipedia-derived. Research use of these small decoder checkpoints; not a deployment certification.

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