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Model: BytArch/BytArch-Lumina-0.6B
Source: Original Platform

.gitattributes

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+BytArch-Lumina-Core.gguf filter=lfs diff=lfs merge=lfs -text
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Modelfile

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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
+{{ 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
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Modelfile.F16

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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

README.md

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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 Belize’s 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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