Add README

README.md

@@ -1,859 +1,25 @@
 ---
-pretty_name: OBSIDIAN-9B-Coder
-base_model: Jackrong/Qwopus3.5-9B-Coder
-datasets:
-  - guell00/Coder-max
-language:
-  - pt
-  - en
-  - es
-  - fr
-  - de
-  - it
-  - ja
-  - zh
-  - ru
-  - tr
-pipeline_tag: text-generation
 tags:
-  - qwen
-  - qwen3.5
-  - coder
-  - code-generation
-  - programming
-  - frontend
-  - javascript
-  - html
-  - css
-  - threejs
-  - canvas
-  - python
-  - multilingual
-  - sft
-  - lora
-  - unsloth
+- gguf
+- llama.cpp
+- unsloth
+- vision-language-model
 ---
 
-<div align="center">
+# OBSIDIAN-9B-Coder : GGUF
 
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1400 460" width="100%">
-  <defs>
-    <linearGradient id="obsidian-bg" x1="0" y1="0" x2="1" y2="1">
-      <stop offset="0%" stop-color="#050509"/>
-      <stop offset="40%" stop-color="#0d0b16"/>
-      <stop offset="75%" stop-color="#151020"/>
-      <stop offset="100%" stop-color="#05080c"/>
-    </linearGradient>
+This model was finetuned and converted to GGUF format using [Unsloth](https://github.com/unslothai/unsloth).
 
-```
-<linearGradient id="obsidian-main" x1="0" y1="0" x2="1" y2="0">
-  <stop offset="0%" stop-color="#7c3aed"/>
-  <stop offset="35%" stop-color="#c026d3"/>
-  <stop offset="70%" stop-color="#2563eb"/>
-  <stop offset="100%" stop-color="#06b6d4"/>
-</linearGradient>
+**Example usage**:
+- For text only LLMs:    `llama-cli -hf guell00/OBSIDIAN-9B-Coder --jinja`
+- For multimodal models: `llama-mtmd-cli -hf guell00/OBSIDIAN-9B-Coder --jinja`
 
-<linearGradient id="blade" x1="0" y1="0" x2="1" y2="1">
-  <stop offset="0%" stop-color="#d8b4fe"/>
-  <stop offset="45%" stop-color="#8b5cf6"/>
-  <stop offset="100%" stop-color="#22d3ee"/>
-</linearGradient>
-
-<filter id="glow">
-  <feGaussianBlur stdDeviation="8" result="blur"/>
-  <feMerge>
-    <feMergeNode in="blur"/>
-    <feMergeNode in="SourceGraphic"/>
-  </feMerge>
-</filter>
-
-<filter id="soft-glow">
-  <feGaussianBlur stdDeviation="3" result="blur"/>
-  <feMerge>
-    <feMergeNode in="blur"/>
-    <feMergeNode in="SourceGraphic"/>
-  </feMerge>
-</filter>
-```
-
-  </defs>
-
-  <rect width="1400" height="460" rx="26" fill="url(#obsidian-bg)"/>
-
-  <g opacity="0.07" stroke="#a78bfa" stroke-width="1">
-    <path d="M0 92H1400 M0 184H1400 M0 276H1400 M0 368H1400"/>
-    <path d="M175 0V460 M350 0V460 M525 0V460 M700 0V460 M875 0V460 M1050 0V460 M1225 0V460"/>
-  </g>
-
-  <circle cx="1170" cy="90" r="170" fill="#7c3aed" opacity="0.07"/>
-  <circle cx="1280" cy="330" r="210" fill="#0891b2" opacity="0.06"/>
-  <circle cx="180" cy="370" r="180" fill="#c026d3" opacity="0.05"/>
-
-<rect x="3" y="3" width="1394" height="454" rx="23"
-     fill="none" stroke="url(#obsidian-main)" stroke-width="2" opacity="0.45"/>
-
-  <!-- Obsidian symbol -->
-
-  <g transform="translate(100,95)" filter="url(#glow)">
-    <path d="M105 0 L190 65 L162 190 L105 240 L48 190 L20 65 Z"
-          fill="#0b0714" stroke="url(#blade)" stroke-width="4"/>
-    <path d="M105 25 L155 78 L135 165 L105 205 L75 165 L55 78 Z"
-          fill="#151021" stroke="#8b5cf6" stroke-width="2"/>
-    <path d="M105 48 L125 102 L105 172 L85 102 Z"
-          fill="url(#blade)" opacity="0.9"/>
-    <path d="M105 48 L105 172" stroke="#e9d5ff" stroke-width="2" opacity="0.7"/>
-  </g>
-
-<text x="360" y="145"
-     font-family="-apple-system,BlinkMacSystemFont,'Segoe UI',sans-serif"
-     font-size="69" font-weight="900"
-     fill="url(#obsidian-main)"
-     letter-spacing="4">
-OBSIDIAN </text>
-
-<text x="365" y="202"
-     font-family="-apple-system,BlinkMacSystemFont,'Segoe UI',sans-serif"
-     font-size="33" font-weight="800"
-     fill="#e2e8f0"
-     letter-spacing="7">
-9B CODER </text>
-
-<text x="365" y="249"
-     font-family="monospace"
-     font-size="18"
-     fill="#94a3b8">
-QWEN-BASED • MULTILINGUAL • FRONTEND SPECIALIZED </text>
-
-  <g transform="translate(365,285)">
-    <rect width="170" height="34" rx="17" fill="#7c3aed" fill-opacity="0.18" stroke="#8b5cf6" stroke-opacity="0.35"/>
-    <text x="85" y="22" text-anchor="middle" font-family="monospace" font-size="13" font-weight="700" fill="#c4b5fd">THREE.JS</text>
-
-```
-<rect x="185" width="170" height="34" rx="17" fill="#0891b2" fill-opacity="0.16" stroke="#22d3ee" stroke-opacity="0.35"/>
-<text x="270" y="22" text-anchor="middle" font-family="monospace" font-size="13" font-weight="700" fill="#67e8f9">HTML / JS</text>
-
-<rect x="370" width="170" height="34" rx="17" fill="#c026d3" fill-opacity="0.15" stroke="#e879f9" stroke-opacity="0.35"/>
-<text x="455" y="22" text-anchor="middle" font-family="monospace" font-size="13" font-weight="700" fill="#f0abfc">CANVAS</text>
-
-<rect x="555" width="170" height="34" rx="17" fill="#2563eb" fill-opacity="0.15" stroke="#60a5fa" stroke-opacity="0.35"/>
-<text x="640" y="22" text-anchor="middle" font-family="monospace" font-size="13" font-weight="700" fill="#93c5fd">PYTHON</text>
-```
-
-  </g>
-
-<text x="365" y="374"
-     font-family="-apple-system,BlinkMacSystemFont,'Segoe UI',sans-serif"
-     font-size="16" font-weight="600"
-     fill="#64748b"
-     letter-spacing="1">
-BUILT FROM CODE. TRAINED FOR COMPLETE SOFTWARE. </text>
-
-<text x="365" y="405"
-     font-family="monospace"
-     font-size="14"
-     fill="#475569">
-Coder Max × Qwen × Unsloth </text> </svg>
-
-</div>
-
-<br>
-
-<div align="center">
-
-**A 9B coding model specialized in complete software generation, modern frontend development, Three.js, Canvas and multilingual programming instructions.**
-
-</div>
-
----
-
-<div align="center">
-
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 118" width="100%">
-  <defs>
-    <linearGradient id="stats-bg" x1="0" x2="1">
-      <stop offset="0%" stop-color="#09070f"/>
-      <stop offset="50%" stop-color="#100b1a"/>
-      <stop offset="100%" stop-color="#071014"/>
-    </linearGradient>
-  </defs>
-
-  <rect width="1200" height="118" rx="18" fill="url(#stats-bg)" stroke="#312e81" stroke-opacity="0.5"/>
-
-  <g font-family="-apple-system,BlinkMacSystemFont,'Segoe UI',sans-serif" text-anchor="middle">
-    <text x="120" y="46" font-size="27" font-weight="900" fill="#c4b5fd">9B</text>
-    <text x="120" y="76" font-size="12" fill="#64748b">PARAMETER CLASS</text>
-
-```
-<text x="360" y="46" font-size="27" font-weight="900" fill="#67e8f9">32K</text>
-<text x="360" y="76" font-size="12" fill="#64748b">SFT CONTEXT TARGET</text>
-
-<text x="600" y="46" font-size="27" font-weight="900" fill="#f0abfc">10</text>
-<text x="600" y="76" font-size="12" fill="#64748b">PROMPT LANGUAGES</text>
-
-<text x="840" y="46" font-size="27" font-weight="900" fill="#93c5fd">LoRA</text>
-<text x="840" y="76" font-size="12" fill="#64748b">SUPERVISED FINE-TUNING</text>
-
-<text x="1080" y="46" font-size="27" font-weight="900" fill="#86efac">95%+</text>
-<text x="1080" y="76" font-size="12" fill="#64748b">CODE-DENSE CORPUS</text>
-```
-
-  </g>
-</svg>
-
-</div>
-
-# OBSIDIAN-9B-Coder
-
-**OBSIDIAN-9B-Coder** is a Qwen-family coding model fine-tuned on the **Coder Max Multilingual** dataset by **guell00**.
-
-The model is designed around one primary objective:
-
-> **Generate complete software instead of merely discussing how to generate it.**
-
-Its specialization is concentrated on full-length programming outputs, particularly:
-
-* complete single-file web applications;
-* HTML5, CSS3 and modern JavaScript;
-* Three.js scenes and interactive 3D applications;
-* HTML5 Canvas applications;
-* frontend state and event handling;
-* browser graphics and animation loops;
-* Python and algorithmic programming;
-* multilingual coding instructions.
-
-OBSIDIAN is intended to favor **complete implementations**, including long frontend responses where closing tags, rendering loops, state management and application lifecycle matter.
-
----
-
-<div align="center">
-
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 260" width="100%">
-  <defs>
-    <linearGradient id="arch-bg" x1="0" y1="0" x2="1" y2="1">
-      <stop offset="0%" stop-color="#07070b"/>
-      <stop offset="100%" stop-color="#100c18"/>
-    </linearGradient>
-  </defs>
-
-  <rect width="1200" height="260" rx="20" fill="url(#arch-bg)" stroke="#27272a"/>
-
-<text x="600" y="42" text-anchor="middle"
-     font-family="monospace" font-size="16" font-weight="700" fill="#a78bfa">
-OBSIDIAN TRAINING PIPELINE </text>
-
-  <g font-family="monospace" font-size="14" text-anchor="middle">
-    <rect x="55" y="90" width="190" height="78" rx="12" fill="#11101a" stroke="#475569"/>
-    <text x="150" y="120" fill="#e2e8f0">QWEN FAMILY</text>
-    <text x="150" y="145" fill="#64748b">9B FOUNDATION</text>
-
-```
-<path d="M245 129H320" stroke="#7c3aed" stroke-width="3"/>
-<path d="M310 121L320 129L310 137" fill="none" stroke="#7c3aed" stroke-width="3"/>
-
-<rect x="320" y="90" width="220" height="78" rx="12" fill="#120c19" stroke="#7c3aed"/>
-<text x="430" y="120" fill="#c4b5fd">CODER MAX</text>
-<text x="430" y="145" fill="#64748b">MULTILINGUAL CODE SFT</text>
-
-<path d="M540 129H615" stroke="#c026d3" stroke-width="3"/>
-<path d="M605 121L615 129L605 137" fill="none" stroke="#c026d3" stroke-width="3"/>
-
-<rect x="615" y="90" width="220" height="78" rx="12" fill="#0d111b" stroke="#2563eb"/>
-<text x="725" y="120" fill="#93c5fd">UNSLOTH LoRA</text>
-<text x="725" y="145" fill="#64748b">BF16 • LONG CONTEXT</text>
-
-<path d="M835 129H910" stroke="#0891b2" stroke-width="3"/>
-<path d="M900 121L910 129L900 137" fill="none" stroke="#0891b2" stroke-width="3"/>
-
-<rect x="910" y="90" width="235" height="78" rx="12" fill="#071419" stroke="#0891b2"/>
-<text x="1027" y="120" fill="#67e8f9">OBSIDIAN-9B</text>
-<text x="1027" y="145" fill="#64748b">CODE SPECIALIST</text>
-```
-
-  </g>
-
-<text x="600" y="220" text-anchor="middle"
-     font-family="monospace" font-size="12" fill="#475569">
-FOUNDATION → CURATED CODE → SUPERVISED SPECIALIZATION → COMPLETE SOFTWARE </text> </svg>
-
-</div>
-
-## Core Specialization
-
-OBSIDIAN is particularly focused on frontend code generation.
-
-### Three.js
-
-The training corpus contains intentional high-value exposure to Three.js code, including:
-
-* complete scenes;
-* cameras and controls;
-* lighting systems;
-* animated objects;
-* 3D games;
-* browser-based simulations;
-* meshes and materials;
-* render loops;
-* interactive environments;
-* single-file Three.js applications.
-
-The goal is not merely to recognize the Three.js API, but to generate coherent applications where scene initialization, rendering and interaction work together.
-
-### Complete Frontend Applications
-
-OBSIDIAN is trained on full application outputs rather than exclusively on isolated snippets.
-
-Typical targets include:
-
-```text
-<!DOCTYPE html>
-<html>
-    <head>
-        styles
-    </head>
-
-    <body>
-        interface
-
-        <script>
-            state
-            logic
-            rendering
-            interaction
-            animation
-        </script>
-    </body>
-</html>
-```
-
-This structure encourages the model to preserve application-level context from beginning to end.
-
----
-
-<div align="center">
-
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 330" width="100%">
-  <rect width="1200" height="330" rx="20" fill="#08080d" stroke="#27272a"/>
-
-<text x="600" y="43" text-anchor="middle"
-     font-family="monospace" font-size="17" font-weight="700" fill="#e2e8f0">
-SPECIALIZATION MATRIX </text>
-
-  <g font-family="monospace" font-size="13">
-
-```
-<text x="90" y="95" fill="#94a3b8">HTML / CSS</text>
-<rect x="260" y="77" width="790" height="22" rx="11" fill="#18181b"/>
-<rect x="260" y="77" width="750" height="22" rx="11" fill="#7c3aed"/>
-<text x="1080" y="94" fill="#c4b5fd">HIGH</text>
-
-<text x="90" y="140" fill="#94a3b8">JavaScript</text>
-<rect x="260" y="122" width="790" height="22" rx="11" fill="#18181b"/>
-<rect x="260" y="122" width="755" height="22" rx="11" fill="#a21caf"/>
-<text x="1080" y="139" fill="#f0abfc">HIGH</text>
-
-<text x="90" y="185" fill="#94a3b8">Three.js</text>
-<rect x="260" y="167" width="790" height="22" rx="11" fill="#18181b"/>
-<rect x="260" y="167" width="770" height="22" rx="11" fill="#0891b2"/>
-<text x="1080" y="184" fill="#67e8f9">CORE</text>
-
-<text x="90" y="230" fill="#94a3b8">Canvas 2D</text>
-<rect x="260" y="212" width="790" height="22" rx="11" fill="#18181b"/>
-<rect x="260" y="212" width="700" height="22" rx="11" fill="#2563eb"/>
-<text x="1080" y="229" fill="#93c5fd">HIGH</text>
-
-<text x="90" y="275" fill="#94a3b8">Python / Logic</text>
-<rect x="260" y="257" width="790" height="22" rx="11" fill="#18181b"/>
-<rect x="260" y="257" width="625" height="22" rx="11" fill="#4f46e5"/>
-<text x="1080" y="274" fill="#a5b4fc">STRONG</text>
-```
-
-  </g>
-</svg>
-
-</div>
-
-## Training Dataset
-
-OBSIDIAN is fine-tuned on:
-
-**[`guell00/Coder-max`](https://huggingface.co/datasets/guell00/Coder-max)**
-
-Coder Max Multilingual is a code-dense conversational SFT corpus built around complete programming responses.
-
-Major properties of the full dataset include:
-
-| Property                |                 Value |
-| ----------------------- | --------------------: |
-| Languages               |                    10 |
-| Largest corpus          |                 ~4 GB |
-| Records                 |                 ~390K |
-| Messages                |                 ~813K |
-| Code density            |                ~95.8% |
-| Format                  | JSONL / chat messages |
-| Primary focus           |       Code generation |
-| Frontend specialization |                  High |
-
-The corpus includes incremental dataset variants ranging from compact experimental subsets to the complete multi-gigabyte distribution.
-
----
-
-## Multilingual Support
-
-<div align="center">
-
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 190" width="100%">
-  <rect width="1200" height="190" rx="18" fill="#09090e" stroke="#27272a"/>
-
-<text x="600" y="40" text-anchor="middle"
-     font-family="monospace" font-size="15" font-weight="700" fill="#a78bfa">
-10-LANGUAGE INSTRUCTION MATRIX </text>
-
-  <g font-family="monospace" font-size="14" text-anchor="middle">
-
-```
-<g transform="translate(65,75)">
-  <rect width="100" height="42" rx="10" fill="#18121f" stroke="#7c3aed"/>
-  <text x="50" y="26" fill="#ddd6fe">PT</text>
-</g>
-
-<g transform="translate(175,75)">
-  <rect width="100" height="42" rx="10" fill="#18121f" stroke="#8b5cf6"/>
-  <text x="50" y="26" fill="#ddd6fe">EN</text>
-</g>
-
-<g transform="translate(285,75)">
-  <rect width="100" height="42" rx="10" fill="#18121f" stroke="#a855f7"/>
-  <text x="50" y="26" fill="#e9d5ff">ES</text>
-</g>
-
-<g transform="translate(395,75)">
-  <rect width="100" height="42" rx="10" fill="#19111e" stroke="#c026d3"/>
-  <text x="50" y="26" fill="#f5d0fe">FR</text>
-</g>
-
-<g transform="translate(505,75)">
-  <rect width="100" height="42" rx="10" fill="#19111e" stroke="#db2777"/>
-  <text x="50" y="26" fill="#fbcfe8">DE</text>
-</g>
-
-<g transform="translate(615,75)">
-  <rect width="100" height="42" rx="10" fill="#10131f" stroke="#2563eb"/>
-  <text x="50" y="26" fill="#bfdbfe">IT</text>
-</g>
-
-<g transform="translate(725,75)">
-  <rect width="100" height="42" rx="10" fill="#0c151c" stroke="#0284c7"/>
-  <text x="50" y="26" fill="#bae6fd">JA</text>
-</g>
-
-<g transform="translate(835,75)">
-  <rect width="100" height="42" rx="10" fill="#0c1519" stroke="#0891b2"/>
-  <text x="50" y="26" fill="#a5f3fc">ZH</text>
-</g>
-
-<g transform="translate(945,75)">
-  <rect width="100" height="42" rx="10" fill="#0c1718" stroke="#0d9488"/>
-  <text x="50" y="26" fill="#99f6e4">RU</text>
-</g>
-
-<g transform="translate(1055,75)">
-  <rect width="80" height="42" rx="10" fill="#0c1715" stroke="#10b981"/>
-  <text x="40" y="26" fill="#a7f3d0">TR</text>
-</g>
-```
-
-  </g>
-
-<text x="600" y="151" text-anchor="middle"
-     font-family="monospace" font-size="11" fill="#52525b">
-PROGRAMMING INSTRUCTIONS ACROSS MULTIPLE HUMAN LANGUAGES </text> </svg>
-
-</div>
-
-Supported prompt languages include:
-
-| Language  | Code |
-| --------- | ---- |
-| Português | `pt` |
-| English   | `en` |
-| Español   | `es` |
-| Français  | `fr` |
-| Deutsch   | `de` |
-| Italiano  | `it` |
-| 日本語       | `ja` |
-| 简体中文      | `zh` |
-| Русский   | `ru` |
-| Türkçe    | `tr` |
-
----
-
-## Intended Behavior
-
-OBSIDIAN is optimized toward requests such as:
-
-```text
-Create a complete Three.js game in one HTML file.
-```
-
-```text
-Crie uma aplicação web completa com HTML, CSS e JavaScript.
-```
-
-```text
-Build an interactive particle simulation using Canvas.
-```
-
-```text
-Create a complete Three.js scene with lighting, camera controls,
-animations and responsive UI.
-```
-
-```text
-Implement the entire solution. Do not omit code.
-```
-
-The fine-tuning objective favors responses that contain the **implementation itself** rather than lengthy preambles.
-
----
-
-<div align="center">
-
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 225" width="100%">
-  <defs>
-    <linearGradient id="flow" x1="0" x2="1">
-      <stop offset="0%" stop-color="#7c3aed"/>
-      <stop offset="50%" stop-color="#c026d3"/>
-      <stop offset="100%" stop-color="#0891b2"/>
-    </linearGradient>
-  </defs>
-
-  <rect width="1200" height="225" rx="18" fill="#08080c" stroke="#27272a"/>
-
-<text x="600" y="40" text-anchor="middle"
-     font-family="monospace" font-size="15" fill="#c4b5fd" font-weight="700">
-GENERATION PHILOSOPHY </text>
-
-  <g font-family="monospace" text-anchor="middle">
-    <rect x="80" y="88" width="230" height="65" rx="14" fill="#130d1c" stroke="#7c3aed"/>
-    <text x="195" y="115" font-size="14" fill="#ddd6fe">USER INTENT</text>
-    <text x="195" y="137" font-size="11" fill="#64748b">natural language</text>
-
-```
-<path d="M310 120H445" stroke="url(#flow)" stroke-width="4"/>
-<path d="M432 110L445 120L432 130" fill="none" stroke="#c026d3" stroke-width="4"/>
-
-<rect x="445" y="88" width="310" height="65" rx="14" fill="#160d18" stroke="#c026d3"/>
-<text x="600" y="115" font-size="14" fill="#f5d0fe">OBSIDIAN-9B-CODER</text>
-<text x="600" y="137" font-size="11" fill="#64748b">reason + construct</text>
-
-<path d="M755 120H890" stroke="url(#flow)" stroke-width="4"/>
-<path d="M877 110L890 120L877 130" fill="none" stroke="#0891b2" stroke-width="4"/>
-
-<rect x="890" y="88" width="230" height="65" rx="14" fill="#07171b" stroke="#0891b2"/>
-<text x="1005" y="115" font-size="14" fill="#a5f3fc">COMPLETE CODE</text>
-<text x="1005" y="137" font-size="11" fill="#64748b">ready to inspect</text>
-```
-
-  </g>
-
-<text x="600" y="192" text-anchor="middle"
-     font-family="monospace" font-size="11" fill="#52525b">
-LESS TALK • MORE IMPLEMENTATION • COMPLETE OUTPUTS </text> </svg>
-
-</div>
-
-## Model Architecture & Fine-Tuning
-
-OBSIDIAN-9B-Coder is produced using parameter-efficient supervised fine-tuning.
-
-Training configuration for the initial OBSIDIAN experiments:
-
-```text
-Method                     LoRA
-Precision                  BF16
-LoRA Rank                  16
-LoRA Alpha                 32
-LoRA Dropout               0
-Context Target             32,768 tokens
-Trainer                    Unsloth
-Optimizer                  AdamW BNB 8-bit
-Scheduler                  Cosine
-Batch Size                 1
-Gradient Accumulation      1
-Response-only Loss         Enabled
-```
-
-Primary LoRA target modules:
-
-```text
-q_proj
-k_proj
-v_proj
-o_proj
-gate_proj
-up_proj
-down_proj
-```
-
-Only a small fraction of the model parameters are modified during LoRA training, preserving most capabilities of the underlying foundation model while specializing its behavior toward the Coder Max distribution.
-
----
-
-## Recommended Inference
-
-For deterministic programming tasks, begin with relatively conservative sampling.
-
-Example conceptual settings:
-
-```python
-temperature = 0.2
-top_p = 0.9
-```
-
-For creative frontend or graphical generation, slightly higher sampling may produce more varied designs:
-
-```python
-temperature = 0.6
-top_p = 0.95
-```
-
-Exact settings should be benchmarked for the intended task.
-
----
-
-## Example Prompt
-
-```text
-Create a complete single-file HTML application using Three.js.
-
-Requirements:
-- responsive layout;
-- perspective camera;
-- interactive controls;
-- dynamic lighting;
-- animated objects;
-- game state;
-- keyboard input;
-- score system;
-- restart functionality.
-
-Return the complete HTML file.
-```
-
-Expected OBSIDIAN behavior:
-
-```text
-<!DOCTYPE html>
-<html>
-<head>
-    ...
-</head>
-<body>
-    ...
-    <script>
-        // complete scene
-        // state
-        // input
-        // rendering
-        // game loop
-    </script>
-</body>
-</html>
-```
-
----
-
-## What OBSIDIAN Is Not
-
-OBSIDIAN is not intended to guarantee that every generated program is:
-
-* secure;
-* bug-free;
-* production-ready;
-* dependency-compatible;
-* optimized;
-* factually correct.
-
-Code generation models can produce plausible but incorrect implementations.
-
-Generated software should be reviewed and tested before production deployment.
-
----
-
-<div align="center">
-
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 145" width="100%">
-  <rect width="1200" height="145" rx="18" fill="#09090d" stroke="#3f3f46"/>
-
-  <path d="M60 72H1140" stroke="#27272a"/>
-
-  <g font-family="monospace" text-anchor="middle">
-    <text x="190" y="60" font-size="20" font-weight="800" fill="#c4b5fd">BUILD</text>
-    <text x="190" y="91" font-size="11" fill="#52525b">COMPLETE SOFTWARE</text>
-
-```
-<text x="470" y="60" font-size="20" font-weight="800" fill="#f0abfc">RENDER</text>
-<text x="470" y="91" font-size="11" fill="#52525b">INTERACTIVE WORLDS</text>
-
-<text x="750" y="60" font-size="20" font-weight="800" fill="#93c5fd">THINK</text>
-<text x="750" y="91" font-size="11" fill="#52525b">PROGRAMMING LOGIC</text>
-
-<text x="1030" y="60" font-size="20" font-weight="800" fill="#67e8f9">SHIP</text>
-<text x="1030" y="91" font-size="11" fill="#52525b">FULL OUTPUTS</text>
-```
-
-  </g>
-</svg>
-
-</div>
-
-## Relationship to the Base Model
-
-OBSIDIAN-9B-Coder is a derivative fine-tune.
-
-The underlying architecture and pretrained capabilities originate from its declared base model.
-
-OBSIDIAN should therefore be understood as a **specialized coding derivative**, not as a newly pretrained foundation model.
-
-When redistributing or deploying OBSIDIAN, review the terms and license requirements of both:
-
-1. the underlying base model;
-2. the Coder Max training dataset.
-
----
-
-## Dataset Integrity
-
-Coder Max uses SHA-256 metadata and provenance records to help validate training artifacts and identify intentional repetitions.
-
-Intentional repeated samples may be present as part of the dataset's specialization strategy.
-
-These samples are designed to reinforce selected programming behaviors and technologies rather than representing accidental duplicate ingestion.
-
----
-
-## Limitations
-
-The model may:
-
-* reproduce patterns from its training corpus;
-* generate syntactically valid but logically incorrect code;
-* hallucinate browser or library APIs;
-* produce unsafe application logic;
-* generate outdated dependency usage;
-* fail on highly specialized technologies outside the training distribution.
-
-Long-context capability of the underlying architecture does not guarantee perfect long-range reasoning or error-free generation across the entire context window.
-
----
-
-## Evaluation
-
-Recommended evaluation categories for OBSIDIAN include:
-
-```text
-HTML completeness
-CSS validity
-JavaScript syntax
-Three.js scene initialization
-Render-loop correctness
-DOM interaction
-Canvas rendering
-Python syntax
-Algorithmic correctness
-Multilingual instruction following
-Long-response completion
-```
-
-For frontend evaluation, executable browser-based benchmarks are more informative than text similarity alone.
-
-A generated application should ideally be:
-
-```text
-generated
-   ↓
-parsed
-   ↓
-executed
-   ↓
-inspected
-   ↓
-interaction-tested
-```
-
----
-
-<div align="center">
-
-<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1200 300" width="100%">
-  <defs>
-    <radialGradient id="coreGlow">
-      <stop offset="0%" stop-color="#8b5cf6" stop-opacity="0.45"/>
-      <stop offset="100%" stop-color="#8b5cf6" stop-opacity="0"/>
-    </radialGradient>
-  </defs>
-
-  <rect width="1200" height="300" rx="20" fill="#060609"/>
-
-  <circle cx="600" cy="150" r="130" fill="url(#coreGlow)"/>
-
-<path d="M600 40 L685 95 L655 210 L600 260 L545 210 L515 95 Z"
-     fill="#0d0913"
-     stroke="#8b5cf6"
-     stroke-width="3"/>
-
-<path d="M600 65 L645 110 L625 195 L600 225 L575 195 L555 110 Z"
-     fill="#151020"
-     stroke="#22d3ee"
-     stroke-opacity="0.6"/>
-
-<path d="M600 86L619 133L600 202L581 133Z"
-     fill="#8b5cf6"/>
-
-<text x="600" y="280"
-     text-anchor="middle"
-     font-family="monospace"
-     font-size="13"
-     fill="#64748b">
-OBSIDIAN // FORGED FOR CODE </text> </svg>
-
-</div>
-
-## Author
-
-**guell00**
-
-Dataset:
-
-**Coder Max Multilingual**
-
-Model:
-
-**OBSIDIAN-9B-Coder**
-
----
-
-## Citation
-
-If you use OBSIDIAN-9B-Coder in research or derivative work, please reference the model repository and the Coder Max dataset.
-
-```bibtex
-@misc{obsidian9bcoder,
-  title  = {OBSIDIAN-9B-Coder},
-  author = {guell00},
-  year   = {2026},
-  note   = {Qwen-based multilingual coding model fine-tuned on Coder Max}
-}
-```
-
----
-
-<div align="center">
-
-### OBSIDIAN-9B-Coder
-
-**Complete code. Long context. Interactive software.**
-
-`HTML` • `CSS` • `JavaScript` • `Three.js` • `Canvas` • `Python` • `Multilingual`
-
-</div>
+## Available Model files:
+- `Qwopus3.5-9B-Coder.Q3_K_M.gguf`
+- `Qwopus3.5-9B-Coder.Q8_0.gguf`
+- `Qwopus3.5-9B-Coder.Q6_K.gguf`
+- `Qwopus3.5-9B-Coder.Q5_K_M.gguf`
+- `Qwopus3.5-9B-Coder.Q4_K_M.gguf`
+- `Qwopus3.5-9B-Coder.BF16-mmproj.gguf`
+This was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth)
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)