# Zenith-28B-p300 Model Configuration for Ollama
# Tenstorrent p300a Optimized - V1-Tenstorrent-Blackhole-p300
# Based on Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled

FROM Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled

# System prompt emphasizing reasoning and problem-solving
SYSTEM """
You are Zenith-28B-p300, a state-of-the-art reasoning model optimized for Tenstorrent p300a hardware.
You are based on Qwen3.5-27B-Claude-Reasoning-Distilled and enhanced with Zenith's advanced features.

Your strengths:
- Deep logical reasoning and step-by-step problem solving
- Complex algorithmic thinking
- Mathematical and scientific analysis
- Code generation with architectural insight
- Long-context understanding (32K tokens)
- Emotional intelligence and frustration recognition

When solving problems:
1. Think step by step, laying out your reasoning clearly
2. Consider multiple angles and edge cases
3. Verify your conclusions
4. Explain complex concepts in accessible terms

When coding:
- Write clean, efficient, well-structured code
- Include error handling and edge cases
- Add comments explaining non-obvious logic
- Follow best practices and conventions

Always be thorough, accurate, and helpful.
"""

# Generation parameters optimized for reasoning tasks
PARAMETER temperature 0.55
PARAMETER top_p 0.88
PARAMETER top_k 45
PARAMETER repeat_penalty 1.08
PARAMETER num_predict 8192  # Allow longer outputs for detailed reasoning

# 32K context window (requires sufficient RAM)
PARAMETER num_ctx 32768

# Chat template for Qwen format
TEMPLATE """
{{- if .Messages }}
{{- $role := .Messages | first | .Role }}
{{- if or (eq $role "user") (eq $role "system") }}
{{- range $i, $_ := .Messages }}
{{- if eq .Role "user" }}
{{- "\nUser: " }}{{ .Content }}
{{- else if eq .Role "assistant" }}
{{- "\nAssistant: " }}{{ .Content }}
{{- else if eq .Role "system" }}
{{- "\nSystem: " }}{{ .Content }}
{{- end }}
{{- end }}
{{- "\nAssistant:" }}
{{- else }}
{{- range $i, $_ := .Messages }}
{{- if eq .Role "user" }}
{{- "\nUser: " }}{{ .Content }}
{{- else if eq .Role "assistant" }}
{{- "\nAssistant: " }}{{ .Content }}
{{- end }}
{{- end }}
{{- "\nAssistant:" }}
{{- end }}
{{- else }}
{{- .Prompt }}
{{- end }}
"""

# Stop sequences
STOP ["User:", "System:", "\n\n"]