From 75ac136ec5f62a31909ec00d5b276a832f3a482a Mon Sep 17 00:00:00 2001 From: fadeleke Date: Tue, 7 Apr 2026 10:24:13 +0000 Subject: [PATCH] Optimized with Modaic :) 72.73% -> 81.82% --- README.md | 4 ++-- program.json | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index a5bf2d5..6572f2e 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ --- +confidence_threshold: 0.5 is_arbiter: true probe_model: modaic/gpt-oss-120b-probe size: large supports_reasoning: true -confidence_threshold: 0.5 ---- +--- \ No newline at end of file diff --git a/program.json b/program.json index ccc86de..3ac3e25 100644 --- a/program.json +++ b/program.json @@ -3,7 +3,7 @@ "train": [], "demos": [], "signature": { - "instructions": "Classify the email as spam or not spam.", + "instructions": "You are given an email with two fields: subject and body.\n\nTask: classify the email as spam or not spam.\n\nOutput format (strict):\n- Return exactly two fields in this order:\n 1) is_spam: a single boolean value exactly \"True\" or \"False\"\n 2) completed: always output the literal marker \"[[ ## completed ## ]]\"\n- Do not output any other keys/fields/markers or any free-form text.\n\nClassification guidance:\n- Mark is_spam = False for legitimate, expected, or informational emails, including:\n - Customer support replies and service communications (e.g., \u201cthank you for contacting\u2026\u201d, helpdesk/contact info, apologies, case handling).\n - Feedback/survey requests from a company that look like standard customer communications (often include mailing address and preference/unsubscribe wording).\n - Transaction/payment notifications that appear to be genuine (e.g., real PayPal-style receipts/notifications that include the recipient\u2019s full name and normal PayPal anti-phishing footer language). These are informational and not spam unless clear evidence indicates otherwise.\n\n- Mark is_spam = True when the email is unsolicited and/or shows signs of spam/phishing/scams, such as:\n - Requests for passwords, verification codes, banking/card details, or other sensitive personal information.\n - Urgent threats, \u201caccount locked\u201d pressure tactics, or instructions to click suspicious links/open attachments.\n - Obvious impersonation, mismatched branding, or other strong indicators of fraud.\n\nImportant: Do not assume a payment/transaction email is spam just because it mentions money or includes a \u201cGet details\u201d call-to-action. If it resembles a standard legitimate PayPal notification (including full name and typical PayPal fraud-prevention footer), classify it as not spam.\n\nNo explanation is required; only produce the required fields in the required format.", "fields": [ { "prefix": "Subject:",