Forge · 0x6401…34EB
LIVEClassificationContent-verified ✓Financial Filing Sentiment Classifier
A classifier that scores sentiment and risk tone in 10-K / 10-Q filing sections, tuned for the hedged language of financial disclosure.
Contributions
3
Phase
LIVE
Window
Closed
Creator
0x4f18…CfE8
Contribution window closed · view on explorer ↗
About this Forge
What it's training, and why
General sentiment models misread financial filings, where 'risk' and 'uncertainty' are boilerplate, not signal. This Forge trains a classifier on contributed, analyst-labelled filing passages, scored on held-out accuracy against an expert rubric.
Base model
ModernBERT-base
Task
Classification
Fine-tune
FULL
Eval metric
ACCURACY
Holdout size
4,000
Who should contribute
This Forge needs
- →Financial analysts contributing labelled passages
- →Research desks donating annotated filing corpora
- →Compute providers for the fine-tune sweep
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
Filing triage
Surface the cautionary passages an analyst should read first.
Signal extraction
Feed disclosure-tone features into downstream models.
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