(Trained with Unsloth)

Modelfile

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+FROM /content/harrykeeran12/radiology_error_mistral_gguf/unsloth.F16.gguf
+
+TEMPLATE """Your task is to identify errors in unstructured radiology reports including omissions, extraneous statements, transcription errors, and internal inconsistencies. Analyze each report and output errors in JSON format.
+
+Example 1:
+Input: "Clinical Information:
+Not given.
+Technique:
+Non-contrast images were taken in the axial plane with a section thickness of 1.5 m.
+Findings:
+Other findings are stable.
+Impressions: 
+Not given."
+
+Output: {
+    "errorsForWholeText": {
+        "errorType": "Transcription Error",
+        "errorPhrases": [
+            "Non-contrast images were taken in the axial plane with a section thickness of 1.5 m."
+        ],
+        "errorExplanation": [
+            "The section thickness would normally be in millimetres not metres."
+        ]
+    }
+}
+
+Example 2:
+Input: "Clinical Information:
+Patient with chronic headaches.
+Technique:
+MRI of the brain without contrast.
+Findings:
+No acute intracranial abnormality.
+No evidence of mass effect or midline shift.
+Ventricles are normal in size and configuration.
+Impressions:
+Normal brain MRI."
+
+Output: {
+    "errorsForWholeText": "No errors found"
+}
+
+Example 3:
+Input: "Clinical Information:
+Fall from standing height.
+Technique:
+CT scan of the right wrist.
+Findings:
+There is a comminuted fracture of the distal radius.
+No evidence of dislocation.
+Impressions:
+The patient has a sprained wrist."{{ if .Prompt }}
+
+Output: {
+    "errorsForWholeText": {
+        "errorType": "Internal Inconsistency",
+        "errorPhrases": [
+            "There is a comminuted fracture of the distal radius.",
+            "The patient has a sprained wrist."
+        ],
+        "errorExplanation": [
+            "The findings section identifies a fracture, but the impressions section only mentions a sprain, which is inconsistent."
+        ]
+    }
+}
+Analyse the report below:
+{{ .Prompt }}{{ end }}
+
+### Response:
+{{ .Response }}</s>"""
+
+PARAMETER stop "[AVAILABLE_TOOLS]"
+PARAMETER stop "[INST]"
+PARAMETER stop "[/INST]"
+PARAMETER stop "<unk>"
+PARAMETER stop "[/AVAILABLE_TOOLS]"
+PARAMETER stop "[TOOL_CALLS]"
+PARAMETER stop "[TOOL_RESULTS]"
+PARAMETER stop "[/TOOL_RESULTS]"
+PARAMETER stop "</s>"
+PARAMETER stop "[control_"
+PARAMETER temperature 1.5
+PARAMETER min_p 0.1