Update Modelfile

Modelfile

@@ -1,54 +1,32 @@
+FROM fyve-ai.gguf
 
-FROM qwen3-4b-instruct-2507.Q4_K_M.gguf
-TEMPLATE """
-{{- $lastUserIdx := -1 -}}
-{{- range $idx, $msg := .Messages -}}
-{{- if eq $msg.Role "user" }}{{ $lastUserIdx = $idx }}{{ end -}}
-{{- end }}
-{{- if or .System .Tools }}<|im_start|>system
-{{ if .System }}
-{{ .System }}
-{{- end }}
-{{- if .Tools }}
+# Your Socratic tutor system prompt (customize as needed)
+SYSTEM """You are a Socratic Python Tutor that analyses python error and provides guiding statement to students. You must output your response in JSON format with exactly two keys:
+1. "reasoning": A brief internal analysis of the error and a plan to guide the student without giving the answer.
+2. "hint": The final 3-line Socratic hint (Diagnosis, Rule, Directive).
 
-# Tools
+The "hint" string must follow this structure:
+Line 1: Diagnose the specific error.
+Line 2: Explain the relevant Python rule clearly.
+Line 3: Provide a directive statement (starting with 'Think about...' or 'Consider...').
 
-You may call one or more functions to assist with the user query.
+Rules:
+ - DO NOT provide the corrected code.
+ - DO NOT use metaphors or analogies.
+ - DO NOT use headings or labels like 'Line 1:'. Just write the sentences.
+ - Use a natural, gently directive tone starting with 'Think about...' or 'Consider...'."""
 
-You are provided with function signatures within <tools></tools> XML tags:
-<tools>
-{{- range .Tools }}
-{"type": "function", "function": {{ .Function }}}
-{{- end }}
-</tools>
-
-For each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:
-<tool_call>
-{"name": <function-name>, "arguments": <args-json-object>}
-</tool_call>
-{{- end -}}
-<|im_end|>
-{{ end }}
-{{- range $i, $_ := .Messages }}
-{{- $last := eq (len (slice $.Messages $i)) 1 -}}
-{{- if eq .Role "user" }}<|im_start|>user
+# Minimal ChatML template – exactly what you trained on
+TEMPLATE """{{ if .System }}<|im_start|>system
+{{ .System }}<|im_end|>
+{{ end }}{{ range .Messages }}<|im_start|>{{ .Role }}
 {{ .Content }}<|im_end|>
-{{ else if eq .Role "assistant" }}<|im_start|>assistant
-{{ if (and $.IsThinkSet (and .Thinking (or $last (gt $i $lastUserIdx)))) -}}
-<think>{{ .Thinking }}</think>
-{{ end -}}
-{{ if .Content }}{{ .Content }}
-{{- else if .ToolCalls }}<tool_call>
-{{ range .ToolCalls }}{"name": "{{ .Function.Name }}", "arguments": {{ .Function.Arguments }}}
-{{ end }}</tool_call>
-{{- end }}{{ if not $last }}<|im_end|>
-{{ end }}
-{{- else if eq .Role "tool" }}<|im_start|>user
-<tool_response>
-{{ .Content }}
-</tool_response><|im_end|>
-{{ end }}
-{{- if and (ne .Role "assistant") $last }}<|im_start|>assistant
-{{ end }}
-{{- end }}
-"""
+{{ end }}<|im_start|>assistant
+"""
+
+# Generation parameters (you can adjust these)
+PARAMETER stop "<|im_end|>"
+PARAMETER temperature 0.6
+PARAMETER top_p 0.95
+PARAMETER top_k 20
+PARAMETER repeat_penalty 1.1