commit c71fc3ba7f2b4301a41877f39009c5aa78445dec Author: ModelHub XC Date: Wed Jun 17 13:33:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: BytArch/BytArch-Lumina-0.6B Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b557159 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +BytArch-Lumina-Core.gguf filter=lfs diff=lfs merge=lfs -text +bytarch-lumina-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bytarch-lumina-0.6b.F16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Modelfile b/Modelfile new file mode 100644 index 0000000..cf08e55 --- /dev/null +++ b/Modelfile @@ -0,0 +1,60 @@ + +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 XML tags: + +{{- range .Tools }} +{"type": "function", "function": {{ .Function }}} +{{- end }} + + +For each function call, return a json object with function name and arguments within XML tags: + +{"name": , "arguments": } + +{{- 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 }} +{{ range .ToolCalls }}{"name": "{{ .Function.Name }}", "arguments": {{ .Function.Arguments }}} +{{ end }} +{{- end }}{{ if not $last }}<|im_end|> +{{ end }} +{{- else if eq .Role "tool" }}<|im_start|>user + +{{ .Content }} +<|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 \ No newline at end of file diff --git a/Modelfile.F16 b/Modelfile.F16 new file mode 100644 index 0000000..97697c4 --- /dev/null +++ b/Modelfile.F16 @@ -0,0 +1,60 @@ + +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 XML tags: + +{{- range .Tools }} +{"type": "function", "function": {{ .Function }}} +{{- end }} + + +For each function call, return a json object with function name and arguments within XML tags: + +{"name": , "arguments": } + +{{- 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 }} +{{ range .ToolCalls }}{"name": "{{ .Function.Name }}", "arguments": {{ .Function.Arguments }}} +{{ end }} +{{- end }}{{ if not $last }}<|im_end|> +{{ end }} +{{- else if eq .Role "tool" }}<|im_start|>user + +{{ .Content }} +<|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 \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..5849cde --- /dev/null +++ b/README.md @@ -0,0 +1,43 @@ +--- +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 diff --git a/bytarch-lumina-0.6b.F16.gguf b/bytarch-lumina-0.6b.F16.gguf new file mode 100644 index 0000000..985c837 --- /dev/null +++ b/bytarch-lumina-0.6b.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c0a84144d9609b311d9e9a3c1f2af6c246e473b3c4b963e92ea473d9f92d8d7 +size 1198182912 diff --git a/bytarch-lumina-0.6b.Q4_K_M.gguf b/bytarch-lumina-0.6b.Q4_K_M.gguf new file mode 100644 index 0000000..e77ae31 --- /dev/null +++ b/bytarch-lumina-0.6b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bffa287fcfe9d67f9df0ef4965fc7ca4c953219784c21ad2695a64f184e1b46e +size 396705280