Forge · 0x57e8…29e6
LIVETranslationContent-verified ✓Yorùbá ↔ English Translator
An open translation model for Yorùbá, a tonal West-African language with ~45M speakers and no production-grade MT.
Contributions
3
Phase
LIVE
Window
Closed
Creator
0x4f18…CfE8
Contribution window closed · view on explorer ↗
About this Forge
What it's training, and why
Yorùbá is poorly served by commercial MT, partly because tone and diacritics are routinely dropped in digital text. This Forge pools diacritised parallel text and native-speaker proofreading, scoring each contribution by its measured effect on held-out translation quality.
Base model
Qwen2.5-1.5B-Instruct
Task
Translation
Fine-tune
LORA
Eval metric
BLEU
Holdout size
2,500
Languages
yo · en
Who should contribute
This Forge needs
- →Native Yorùbá speakers and translators contributing parallel text
- →Language institutions donating digitised corpora
- →GPU providers running the fine-tune
Participate
Where this Forge goes next
- 01
Contributions are locked
The window for this Forge has closed — new data/compute/capital can't change ownership of this Ingot.
- 02
Watch attribution settle
Follow the live attribution panel below as the TEE-attested score vector resolves each contributor's share.
- 03
Use the resulting Ingot
Once LIVE, run the model via Foundry's OpenAI-compatible proxy — revenue from that usage routes back to contributors.
- 04
Fork it in a new Forge
Start a downstream Forge from this Ingot. Lineage and attribution carry forward automatically.
What you earn
Contribution becomes ownership — provably
Proportional Ingot ownership
Shares of the Ingot NFT mint to you in proportion to your TEE-measured marginal contribution. Not a flat bounty — equity.
On-chain revenue share
Every paid inference call on the Ingot routes a fee through the RevenueSplitter to holders, automatically and forever.
Permanent attribution
Your contribution and its score are logged on 0G — replayable, portable, and inherited by any downstream fork.
Use cases
What the resulting Ingot unlocks
Civic access
Translate public information into Yorùbá cheaply.
Education
Power bilingual learning material for Yorùbá-medium schools.
Live attribution
Marginal Δ per contribution
Score vector emitted by the TEE eval. Shares mint proportionally to these deltas.
Data
1
Compute
1
Capital
1
Eval coordinator
0x4f18…CfE8
TEE attestation
verifiedencrypted holdout
signed score vector
Holdout is decrypted only inside the enclave. The eval result carries a hardware-signed attestation; submitEvalResult on the Forge contract reverts if the attestation is invalid.
Phase
LIVE
The Ingot is live. It can be run for inference and earns revenue that routes back to contributors.
On-chain activity