goktugoguz/laya-multilingual-stellar
Text Classification • 0.3B • Updated • 16 • 1
operations int64 | sentences int64 | lanes dict | unsettled_payments dict | questions dict | means dict | stuck int64 | gate dict |
|---|---|---|---|---|---|---|---|
1,500 | 549 | {
"scored": 1255,
"right": 1174,
"uncertain": 5,
"agreement": 0.9354581673306773,
"confusions": {
"trade->spam": 48,
"trade->remittance": 4,
"onboarding->spam": 3,
"other->spam": 3,
"trade->contract": 4,
"other->onboarding": 7,
"trade->onboarding": 5,
"onboarding->remittance": ... | {
"remittance": 43,
"trade": 5,
"spam": 148,
"uncertain": 8,
"other": 8,
"onboarding": 32
} | {
"Does this involve USDC?": {
"auc": 0.9970390322835267,
"bal": 0.9899281711263714,
"pos": 515,
"neg": 984
},
"Does this involve XLM?": {
"auc": 0.9551326941032824,
"bal": 0.9411728794081735,
"pos": 680,
"neg": 819
},
"Is this a smart contract call?": {
"auc": 0.9929822938... | {
"auc": 0.9097266199358819,
"bal": 0.7811576928479532,
"count": 18
} | 1 | {
"answerable": 34,
"refused": [
"Is this a farming reward?"
],
"nonsense": 14,
"turned_away": 14
} |
1,500 | 549 | {
"scored": 1255,
"right": 1253,
"uncertain": 0,
"agreement": 0.998406374501992,
"confusions": {
"trade->spam": 2,
"trade->remittance": null,
"onboarding->spam": null,
"other->spam": null,
"trade->contract": null,
"other->onboarding": null,
"trade->onboarding": null,
"onboardin... | {
"remittance": 43,
"trade": 6,
"spam": 182,
"uncertain": 7,
"other": 6,
"onboarding": null
} | {
"Does this involve USDC?": {
"auc": 1,
"bal": 1,
"pos": 515,
"neg": 985
},
"Does this involve XLM?": {
"auc": 0.9978568866571018,
"bal": 0.9963414634146341,
"pos": 680,
"neg": 820
},
"Is this a smart contract call?": {
"auc": 1,
"bal": 1,
"pos": 361,
"neg": 11... | {
"auc": 0.9884005805617551,
"bal": 0.9330152957363946,
"count": 18
} | 0 | {
"answerable": 34,
"refused": [
"Is an account removing a trustline?",
"Does an asset go round the order book and come back as itself?",
"Is a claimable balance being created?",
"Is this a farming reward?",
"Is this a salary payment?"
],
"nonsense": 14,
"turned_away": 14
} |
Stellar operation questions
The benchmark results behind goktugoguz/laya-multilingual-stellar.
eval-base.json,eval-blend-0.5.json: lanes, unsettled payments, viewer questions, stuck rows and gate on 1,500 fixture operations, for the base and the shipped model.probes-*.json: the question gate under the radar's current probes (live) and probes rendered in the current template (rendered).heldout-*.json: answers on 2,405 test operations whose sentences never appeared in training.analysis.md: every variant measured (blend 0.5, blend 0.7, unblended), the gate residuals read probe by probe, and the held-out verdicts.
No sentences or memo text are published here. Memos are written by third parties, so the training rows stay private.
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