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Lugemi status

Baobab Ga research slot

Generative LM research_planned surface for Accra Ga — no foundation weights or live generative inference claimed.

Translate (en → Twi)Related viewAll status pagesMachine JSON
model_id
baobab-ga
model_version
2026.10.national
phase
research
status
research_slot_shipped
as_of
2026-10-22T04:42:21.374Z

research

id
baobab-ga-generative-lm
status
research_planned
foundation_llm_weights
false
generative_inference_live
false
ships_trained_baobab_foundation
false
separate_variety_checkpoints_required
true
training_recipe
docs/baobab/GENERATIVE_LM_RECIPE.md
note
Research slot + harness + training recipe only. Do not brand phrase MT or speech corridors as a full national LLM. Generative inference unsupported until gates are met and Lugemi-owned weights exist.

proposed_checkpoint_ids

accra
baobab-ga-accra-lm-*
never_conflate_dangme
true
never_irish_ga
true

prerequisites

prerequisites: 3
  • en-gaa-accra corridor + national API surfaces remain the product wedge
  • Mix / Fidelity / Live Ga–English evals and rights clear
  • Consented parallel + speech data for Accra Ga with held-outs

acceptance_gates

acceptance_gates: 5

  • held_out_speakers

    id
    held_out_speakers
    required
    true
    met
    false
    description
    Held-out evaluation speakers must never appear in training exports; speaker lists remain empty until consented collection.

  • community_consent_accra_ga

    id
    community_consent_accra_ga
    required
    true
    met
    false
    description
    trainingEligible stays false until Accra / Ga Mashie community speakers re-confirm for training.

  • dangme_separation

    id
    dangme_separation
    required
    true
    met
    false
    description
    Any future LM/adapters must ship as baobab-ga-accra-* — never one blob marketed as Ga+Dangme.

  • beat_phrase_mt_baselines

    id
    beat_phrase_mt_baselines
    required
    true
    met
    false
    description
    Generative claims require held-out gains vs corridor phrase-MT baselines on declared Ga-native tasks.

  • commercial_rights_clear

    id
    commercial_rights_clear
    required
    true
    met
    false
    description
    Base model + data licenses must clear commercial ministry/enterprise redistribution before promotion.

task_harness

goldens
apps/api/src/baobab/baobab-ga.research.ts#GA_RESEARCH_GOLDENS
runner
apps/api/src/baobab/baobab-ga.research.ts#evaluateBaobabGaNativeTasks
generative_default
unsupported

task_eval_summary

cases
4
generative_unsupported
4
corridor_mt_baseline_usable
2
note
Harness proves generative paths are unsupported and records phrase-MT baselines only.