From 3317fdc981e4b418c805b778308ad70304d556c5 Mon Sep 17 00:00:00 2001
From: Tyrin Todd <tyrin@modaic.dev>
Date: Sat, 25 Apr 2026 20:24:35 -0700
Subject: [PATCH] server-inference push halueval_qa

---
 README.md    |  3 +++
 config.json  | 56 ++++++++++++++++++++++++++++++++++++++++++++++++++++
 program.json | 48 ++++++++++++++++++++++++++++++++++++++++++++
 3 files changed, 107 insertions(+)
 create mode 100644 config.json
 create mode 100644 program.json

diff --git a/README.md b/README.md
index e69de29..1388a48 100644
--- a/README.md
+++ b/README.md
@@ -0,0 +1,3 @@
+---
+{}
+---
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..03174b8
--- /dev/null
+++ b/config.json
@@ -0,0 +1,56 @@
+{
+  "model": null,
+  "signature": {
+    "description": "Determine whether the answer to the question is hallucinated given the reference knowledge. As you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.",
+    "properties": {
+      "knowledge": {
+        "__dspy_field_type": "input",
+        "desc": "Reference knowledge used to verify the answer.",
+        "prefix": "Knowledge:",
+        "title": "Knowledge",
+        "type": "string"
+      },
+      "question": {
+        "__dspy_field_type": "input",
+        "desc": "Question to answer using the reference knowledge.",
+        "prefix": "Question:",
+        "title": "Question",
+        "type": "string"
+      },
+      "answer": {
+        "__dspy_field_type": "input",
+        "desc": "Answer to evaluate for hallucination.",
+        "prefix": "Answer:",
+        "title": "Answer",
+        "type": "string"
+      },
+      "reasoning": {
+        "__dspy_field_type": "output",
+        "desc": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant.",
+        "prefix": "Reasoning:",
+        "title": "Reasoning",
+        "type": "string"
+      },
+      "hallucination": {
+        "__dspy_field_type": "output",
+        "desc": "Final hallucination label: 'yes' if the answer is hallucinated, otherwise 'no'.",
+        "enum": [
+          "yes",
+          "no"
+        ],
+        "prefix": "Hallucination:",
+        "title": "Hallucination",
+        "type": "string"
+      }
+    },
+    "required": [
+      "knowledge",
+      "question",
+      "answer",
+      "reasoning",
+      "hallucination"
+    ],
+    "title": "HaluEvalQaJudgeSig",
+    "type": "object"
+  }
+}
\ No newline at end of file
diff --git a/program.json b/program.json
new file mode 100644
index 0000000..240153c
--- /dev/null
+++ b/program.json
@@ -0,0 +1,48 @@
+{
+  "traces": [],
+  "train": [],
+  "demos": [],
+  "signature": {
+    "instructions": "Determine whether the answer to the question is hallucinated given the reference knowledge. As you reason, note any uncertainties, ambiguities, and gaps \u2014 both in how the instructions apply to the task at hand and in whether you have the knowledge needed to solve it. Be honest in your reasoning when you are unsure about your answer.",
+    "fields": [
+      {
+        "prefix": "Knowledge:",
+        "description": "Reference knowledge used to verify the answer."
+      },
+      {
+        "prefix": "Question:",
+        "description": "Question to answer using the reference knowledge."
+      },
+      {
+        "prefix": "Answer:",
+        "description": "Answer to evaluate for hallucination."
+      },
+      {
+        "prefix": "Reasoning:",
+        "description": "Step-by-step reasoning, including uncertainty, ambiguity, or uncertainty in your thought process when relevant."
+      },
+      {
+        "prefix": "Hallucination:",
+        "description": "Final hallucination label: 'yes' if the answer is hallucinated, otherwise 'no'."
+      }
+    ]
+  },
+  "lm": {
+    "model": "together_ai/Qwen/Qwen2.5-7B-Instruct-Turbo",
+    "model_type": "chat",
+    "cache": true,
+    "num_retries": 3,
+    "finetuning_model": null,
+    "launch_kwargs": {},
+    "train_kwargs": {},
+    "temperature": null,
+    "max_tokens": null
+  },
+  "metadata": {
+    "dependency_versions": {
+      "python": "3.11",
+      "dspy": "3.1.3",
+      "cloudpickle": "3.1"
+    }
+  }
+}
\ No newline at end of file