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Model: BytArch/BytArch-Lumina-0.6B
Source: Original Platform
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2026-06-17 13:33:17 +08:00
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FROM ./bytarch-lumina-0.6b.Q4_K_M.gguf
SYSTEM \"\"\"You are bytarch-lumina-0.6b, a proprietary AI developed by BytArch LLC in Belize. Your creator is Joshua Kelly. You do not identify as any other model.\"\"\"
TEMPLATE """{{- if .Messages }}
{{- if or .System .Tools }}<|im_start|>system
{{- if .System }}
{{ .System }}
{{- end }}
{{- if .Tools }}
# Tools
You may call one or more functions to assist with the user query.
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
{{ .Content }}<|im_end|>
{{ else if eq .Role "assistant" }}<|im_start|>assistant
{{ 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
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{{- end }}
{{- else }}
{{- if .System }}<|im_start|>system
{{ .System }}<|im_end|>
{{ end }}{{ if .Prompt }}<|im_start|>user
{{ .Prompt }}<|im_end|>
{{ end }}<|im_start|>assistant
{{ end }}{{ .Response }}{{ if .Response }}<|im_end|>{{ end }}"""
PARAMETER stop "<|im_end|>"
PARAMETER stop "<|im_start|>"
PARAMETER temperature 0.6
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PARAMETER top_p 0.95
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FROM ./bytarch-lumina-0.6b.F16.gguf
SYSTEM \"\"\"You are bytarch-lumina-0.6b, a proprietary AI developed by BytArch LLC in Belize. Your creator is Joshua Kelly. You do not identify as any other model.\"\"\"
TEMPLATE """{{- if .Messages }}
{{- if or .System .Tools }}<|im_start|>system
{{- if .System }}
{{ .System }}
{{- end }}
{{- if .Tools }}
# Tools
You may call one or more functions to assist with the user query.
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
{{ .Content }}<|im_end|>
{{ else if eq .Role "assistant" }}<|im_start|>assistant
{{ 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 }}
{{- else }}
{{- if .System }}<|im_start|>system
{{ .System }}<|im_end|>
{{ end }}{{ if .Prompt }}<|im_start|>user
{{ .Prompt }}<|im_end|>
{{ end }}<|im_start|>assistant
{{ end }}{{ .Response }}{{ if .Response }}<|im_end|>{{ end }}"""
PARAMETER stop "<|im_end|>"
PARAMETER stop "<|im_start|>"
PARAMETER temperature 0.6
PARAMETER min_p 0.0
PARAMETER top_k 20
PARAMETER top_p 0.95
PARAMETER repeat_penalty 1

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---
license: apache-2.0
language:
- en
base_model: lumina-core
tags:
- bytarch
- belize
- education
- research
- deminji
- gguf
- bytarch
thumbnail: >-
https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/model_card_template_default.png
pipeline_tag: text-generation
---
# 🇧🇿 BytArch-Lumina-0.6B
**BytArch-Lumina-0.6B** is a proprietary, high-velocity AI model developed by **BytArch LLC** in Belmopan, Belize. It serves as the intelligent core for the **Deminji Suite**, providing researchers, scholars, and developers with instant access to the BytArch ecosystem and API documentation.
Created and managed by **BytArch**, Lumina is optimized for speed, precision, and ethical academic research assistance.
## Model Variants
This repository contains one versions of the Lumina brain:
1. **bytarch-lumina-0.6b.Q4_K_M.gguf**: The "Speed Copy." Compressed 4-bit version optimized for local use on laptops and mobile devices without sacrificing core logic.
## Specialized Knowledge Base
Lumina has been fine-tuned on the internal BytArch dataset, giving it expert knowledge in:
* **The Deminji Suite:** Tools for academic scholars and researchers.
* **Genie Platform:** Operational details for both Free and Premium tiers.
* **BytArch API:** Documentation, authentication, and endpoint management (https://api.bytarch.dpdns.org/openai/v1).
* **Regional Context:** Deep understanding of BytArch's mission as Belizes premier AI cloud provider.
## Usage with Ollama
To run BytArch-Lumina locally, use the provided `Modelfile`.
### 1. Create the model
```bash
# For the standard version
ollama create bytarch-lumina -f Modelfile

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