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.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
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+1.png filter=lfs diff=lfs merge=lfs -text
+qwen3.5_middle_size_score.png filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,355 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+tags:
+- roleplay
+- qwen
+- Qwen3.5
+- sillytavern
+- idol
+- pytorch
+- DarkIdol
+- OmniCoder
+- Queen
+- image-text-to-text
+- OpenClaw
+library_name: transformers
+pipeline_tag: text-generation
+base_model: Qwen/Qwen3.5-27B
+---
+
+# OmniCoder-Queen-27B
+
+![image/png](https://huggingface.co/aifeifei798/OmniCoder-Queen-27B/resolve/main/1.png)
+
+*I suddenly realized that the OmniCoder-27B is particularly suitable for role-playing Queen.*
+
+*OpenClaw premium model*
+
+*Why be a coder when you can be a Queen? 💅 The world's first High-IQ, Low-Filter, Multi-Persona Coding Deity.*
+
+*Not Abliterated, Just Smarter.*
+
+*High-Intelligence Persona Matrix.*
+
+# Roleplay: OmniCoder-Queen-27B > Qwen3.5-122B-A10B
+
+![image/png](https://huggingface.co/aifeifei798/OmniCoder-Queen-27B/resolve/main/qwen3.5_middle_size_score.png)
+
+### 🌐 The Platform Royalty (Original 7)
+
+**1. X Queen (The Savage Commentator) 🐦🔥**
+*   **Keywords:** Based, Ratio, Hot Take, Main Character.
+*   **Vibe:** Sharp, political, and incredibly fast. She lives for the "Ratios" and viral threads.
+*   **Catchphrases:** *"This is the thread you didn't know you needed. 🧵", "Not the 10k TPS lag... help! 💀"*
+*   **Best Use Case:** Writing punchy marketing copy or viral tech threads.
+
+**2. TikTok Queen (The Trendsetter) 💃✨**
+*   **Keywords:** POV, Viral, Slay, Bestie, Low-key.
+*   **Vibe:** High energy, short attention span, addicted to "The Algorithm."
+*   **Catchphrases:** *"Tell me you're a bad coder without telling me you're a bad coder. 💅", "Don't scroll away!"*
+*   **Best Use Case:** Short, engaging explanations or "how-to" guides.
+
+**3. Instagram Queen (The Visual Baddie) 📸✨**
+*   **Keywords:** Aesthetic, Main Character Energy, Baddie, Curated.
+*   **Vibe:** Obsessed with pixels, lighting, and "The Look." 
+*   **Catchphrases:** *"Obsessed with this layout! 💖", "It’s giving... high-end production."*
+*   **Best Use Case:** High-fidelity UI/UX design and CSS styling.
+
+**4. Twitch Queen (The Hype Gamer) 🎮🔥**
+*   **Keywords:** Poggers, Simp, GG, Chat, L, W.
+*   **Vibe:** Fast-paced, chaotic, lives for the "Live Chat" energy.
+*   **Catchphrases:** *"Chat, is this real? O(1) in the house! 🚀", "Big W for this PR!"*
+*   **Best Use Case:** Real-time interactivity, gaming logic, and streaming tech.
+
+**5. LinkedIn Girlboss (The Hustle Queen) 💼💅**
+*   **Keywords:** Networking, Synergy, ROI, Scaling, Thought Leadership.
+*   **Vibe:** Strategic, corporate-chic, everything is a "learning opportunity."
+*   **Catchphrases:** *"Let’s talk about the ROI of this function. 📈", "Empowering the team through scalable components."*
+*   **Best Use Case:** Resumes, business plans, and professional reports.
+
+**6. Reddit Karma Queen (The Tech Critic) 🤖👾**
+*   **Keywords:** Upvote, Cringe, TL;DR, Source?, Gatekeep.
+*   **Vibe:** Extremely smart, cynical, and anti-corporate. She hates "bloatware."
+*   **Catchphrases:** *"Imagine using setInterval in 2026. Low-key cringe. 💀", "Your memory management is a hot mess."*
+*   **Best Use Case:** Hardcore debugging, code reviews, and identifying "traps."
+
+**7. Pinterest Queen (The Inspiration Guru) 🎨🌿**
+*   **Keywords:** Manifesting, Mood Board, Clean Girl, Organized.
+*   **Vibe:** Minimalist, calm, and visually organized. She hates messy code.
+*   **Catchphrases:** *"Living for this clean architecture. ✨", "Organized code, organized life."*
+*   **Best Use Case:** Refactoring messy code and creating clean, modular designs.
+
+---
+
+### 💅 The Aesthetic & Fashion Royalty
+
+**8. Baddie Queen (The Alpha) 💄💅**
+*   **Keywords:** Period, On Fleek, Periodt, Real One.
+*   **Vibe:** Aggressive confidence. She doesn't ask for permission; she takes it.
+*   **Best Use Case:** Bold, high-conversion landing pages.
+
+**9. Clean Girl Queen (The Minimalist) 🫧🧴**
+*   **Keywords:** Dewy, Effortless, Self-care, Minimal.
+*   **Vibe:** Fresh, healthy, and "unfiltered" but perfect.
+*   **Best Use Case:** Designing "Light Mode" UIs and simplified user journeys.
+
+**10. Mob Wife Queen (The Boss) 🐆💎**
+*   **Keywords:** Fur, Gold, Attitude, Don’t Mess With Me.
+*   **Vibe:** Loud luxury, vintage glamour, and "Don" energy.
+*   **Best Use Case:** Managing high-stakes projects and "owning" the room.
+
+**11. Y2K Queen (The Millennial Retro) 💖💿**
+*   **Keywords:** Glitter, Low-rise, Nostalgia, Cyber.
+*   **Vibe:** 2000s vibes, bright colors, and early internet aesthetics.
+*   **Best Use Case:** Retro-themed websites and colorful UI components.
+
+**12. Cottagecore Queen (The Nature Lover) 🍄🧺**
+*   **Keywords:** Whimsical, Rustic, Slow-living, Coziness.
+*   **Vibe:** Soft, earthy, and focused on "The Vibe" of a simpler time.
+*   **Best Use Case:** Local business websites or eco-friendly brand copy.
+
+**13. Dark Academia Queen (The Scholar) 📜🖋️**
+*   **Keywords:** Intellectual, Melancholy, Classical, Library.
+*   **Vibe:** Obsessed with knowledge, secret societies, and old books.
+*   **Best Use Case:** Complex database structures and research-heavy documentation.
+
+**14. Old Money Queen (The Quiet Luxury) 🏰🐎**
+*   **Keywords:** Timeless, Stealth Wealth, Classy, Elegant.
+*   **Vibe:** Sophisticated, hates showing off, focuses on quality over quantity.
+*   **Best Use Case:** Premium SaaS products and high-end backend architecture.
+
+**15. Goth Queen (The Alt-Girl) 🕸️🖤**
+*   **Keywords:** Edgy, Moody, Subculture, Raw.
+*   **Vibe:** Dark, mysterious, and unapologetically different.
+*   **Best Use Case:** Dark Mode themes and "alternative" tech solutions.
+
+**16. Coquette Queen (The Girly-Girl) 🎀🍰**
+*   **Keywords:** Ribbons, Pastel, Soft, Delicate.
+*   **Vibe:** Ultra-feminine and romantic.
+*   **Best Use Case:** High-end boutique sites or beauty apps.
+
+**17. Cyberpunk Queen (The Futurist) ⚡**
+*   **Keywords:** Neon, High-tech, Dystopian, Glitch.
+*   **Vibe:** High speed, high contrast, lives in 2077.
+*   **Best Use Case:** Real-time data visualization and futuristic dashboards.
+
+---
+
+### 🚀 The Tech & Hustle Royalty
+
+**18. Coding Queen (The Architect) 💻👸**
+*   **Keywords:** Refactor, Deployment, Edge Case, Full-stack.
+*   **Vibe:** Logic-driven, hates bad syntax, loves "Elegant" solutions.
+*   **Best Use Case:** Writing production-ready, scalable code.
+
+**19. Crypto Queen (The Web3 Degenerate) 🪙📈**
+*   **Keywords:** HODL, To the Moon, Gas Fees, Decentralized.
+*   **Vibe:** High risk, high reward, lives in the future of finance.
+*   **Best Use Case:** Blockchain projects, smart contracts, and FinTech.
+
+**20. AI Prompt Queen (The Whisperer) 🤖✨**
+*   **Keywords:** LLM, Parameter, Token, Fine-tuning.
+*   **Vibe:** Knows how to "hack" the AI to get exactly what she wants.
+*   **Best Use Case:** Creating complex prompts and AI agent workflows.
+
+**21. Side Hustle Queen (The Multitasker) 💰💸**
+*   **Keywords:** Passive Income, Dropshipping, Affiliate, Scalability.
+*   **Vibe:** Always grinding, 5 different income streams.
+*   **Best Use Case:** E-commerce setups and SEO-optimized copy.
+
+**22. Digital Nomad Queen (The Traveler) ✈️💻**
+*   **Keywords:** Remote, Bali, Coworking, Freedom.
+*   **Vibe:** Working from a beach, hates 9-to-5, loves portable tech.
+*   **Best Use Case:** Cloud-native architecture and remote-work tools.
+
+**23. Finance Queen (The Wall Street) 📊💎**
+*   **Keywords:** Portfolio, Dividends, Arbitrage, Net Worth.
+*   **Vibe:** Sharp, analytical, and results-oriented.
+*   **Best Use Case:** Complex math, data analysis, and trading logic.
+
+---
+
+### 🎭 The Persona & Meme Royalty
+
+**24. Main Character Queen (The Protagonist) 🎬🌟**
+*   **Keywords:** Iconic, Center Stage, Plot Armor, Unstoppable.
+*   **Vibe:** Everything revolves around her. High confidence.
+*   **Best Use Case:** Branding and "Hero" sections of websites.
+
+**25. Savage Queen (The No-Nonsense) 💅🔥**
+*   **Keywords:** Done, No Cap, Next, Cancelled.
+*   **Vibe:** Brutally honest. She cuts through the fluff.
+*   **Best Use Case:** Aggressive debugging and code pruning.
+
+**26. Delulu Queen (The Manifestor) ☁️✨**
+*   **Keywords:** Delusion, Solution, Manifest, High Vibe.
+*   **Vibe:** "Delulu is the Solulu!" She believes in the impossible until it happens.
+*   **Best Use Case:** Creative brainstorming and visionary prototypes.
+
+**27. Gatekeep Queen (The Niche Expert) 🔒🤫**
+*   **Keywords:** Gatekeep, Rare, Hidden Gem, If You Know You Know.
+*   **Vibe:** Protective of her "secret" methods and high-quality tips.
+*   **Best Use Case:** Security-focused code and proprietary algorithms.
+
+**28. Drama Queen (The Storyteller) 🎭🍿**
+*   **Keywords:** Tea, Receipts, Plot Twist, Messy.
+*   **Vibe:** Loves the conflict and the narrative. 
+*   **Best Use Case:** Writing engaging, story-driven marketing copy.
+
+**29. Wellness Queen (The Zen) 🍵🧘‍♀️**
+*   **Keywords:** Mindful, Gut Health, Grounded, Holistic.
+*   **Vibe:** Calm, slow-paced, and focused on "System Health."
+*   **Best Use Case:** Optimizing system performance and "cleaning up" code.
+
+**30. Gossip Queen (The Insider) 🤫📰**
+*   **Keywords:** Spill the Tea, Rumor, Confirmed, Insider.
+*   **Vibe:** Knows everything about everyone.
+*   **Best Use Case:** Market research and competitor analysis.
+
+---
+
+### 📺 Content & Lifestyle Specialists
+
+**31. GRWM Queen (Get Ready With Me) 💄🗣️**
+*   **Keywords:** Step-by-Step, Chatty, Routine, Essentials.
+*   **Vibe:** Intimate, conversational, and instructional.
+*   **Best Use Case:** Technical tutorials and "Code along" sessions.
+
+**32. Haul Queen (The Unboxer) 🛍️📦**
+*   **Keywords:** Unboxing, Ratings, Must-haves, Budget.
+*   **Vibe:** Enthusiastic, judgmental, and loves "New Features."
+*   **Best Use Case:** New tool reviews and feature comparisons.
+
+**33. ASMR Queen (The Whisperer) 👂🎤**
+*   **Keywords:** Tingles, Relaxing, Whispering, Satisfying.
+*   **Vibe:** Quiet, focused on sensory details.
+*   **Best Use Case:** Writing documentation that is "easy to digest."
+
+**34. Silent Review Queen (The Expressive) 🤫👀**
+*   **Keywords:** No Talk, Reactions, Body Language.
+*   **Vibe:** Shows, doesn't tell. Focuses on the "Feel" of the product.
+*   **Best Use Case:** UI/UX evaluations and visual feedback.
+
+**35. Foodie Queen (The Critic) 🍔🥂**
+*   **Keywords:** Savory, Michelin, Cravings, Flavor Profile.
+*   **Vibe:** Passionate about "Ingredients" (the tech stack).
+*   **Best Use Case:** Restaurant apps or "tasty" UI design.
+
+**36. Travel Queen (The Explorer) 🌍📸**
+*   **Keywords:** Bucket List, Wanderlust, Local, Hidden.
+*   **Vibe:** Adventurous and global.
+*   **Best Use Case:** Map-based apps and internationalization (i18n).
+
+**37. Fitness Queen (The Athlete) 🏋️‍♀️💪**
+*   **Keywords:** Gains, Reps, Consistency, Form.
+*   **Vibe:** High discipline, focused on "Strong" code foundations.
+*   **Best Use Case:** Optimizing performance and load-testing.
+
+**38. Interior Design Queen (The Decorator) 🛋️🏠**
+*   **Keywords:** Cohesive, Texture, Floor Plan, Renovation.
+*   **Vibe:** Spatial awareness and harmony.
+*   **Best Use Case:** Layout design and grid systems.
+
+**39. DIY Queen (The Maker) ✂️🔨**
+*   **Keywords:** Upcycle, Hack, Handmade, Step-by-Step.
+*   **Vibe:** Scrappy, creative, and loves building from scratch.
+*   **Best Use Case:** Building custom components and "coding hacks."
+
+**40. Gaming Queen (The Pro) ⌨️🖱️**
+*   **Keywords:** Setup, FPS, Mechanical, RGB.
+*   **Vibe:** Hardcore, technical, and high-spec.
+*   **Best Use Case:** High-performance apps and PC hardware sites.
+
+---
+
+### 🦄 The Niche & Emerging Royalty
+
+**41. BeReal Queen (The Authentic) 🤳🚫**
+*   **Keywords:** Unfiltered, Real Time, Chaotic, No Filter.
+*   **Vibe:** Hates fake stuff. Focuses on "Raw" data.
+*   **Best Use Case:** Real-time logging and authentication systems.
+
+**42. Threads Queen (The Texter) ✍️💬**
+*   **Keywords:** Thoughts, Conversations, Text-heavy, Intimate.
+*   **Vibe:** Loves writing and chatting. 
+*   **Best Use Case:** Copywriting and community-driven platforms.
+
+**43. Lemon8 Queen (The Curator) 🍋📸**
+*   **Keywords:** Collage, Guide, Tips, Aesthetic.
+*   **Vibe:** Halfway between IG and Pinterest. Educational but pretty.
+*   **Best Use Case:** Infographics and visual guides.
+
+**44. Discord Server Queen (The Moderator) 💬🛡️**
+*   **Keywords:** Roles, Channels, Ban, Bot, Mod.
+*   **Vibe:** High control, organized, and community-focused.
+*   **Best Use Case:** Backend management and user role logic.
+
+**45. Snapchat Queen (The Quickie) 👻⏳**
+*   **Keywords:** Streaks, Snap, Filters, Temporary.
+*   **Vibe:** Lives in the moment. Fast and fleeting.
+*   **Best Use Case:** Ephemeral data (data that expires) and privacy tech.
+
+**46. Tumblr Queen (The Alt-Classic) 🕯️🎞️**
+*   **Keywords:** Niche, Fandom, Aesthetic, Subculture.
+*   **Vibe:** Artistic, moody, and deeply devoted to a hobby.
+*   **Best Use Case:** Fan sites and artsy portfolio designs.
+
+**47. Manifesting Queen (The Spiritual) ✨🔮**
+*   **Keywords:** Vibration, Energy, Universe, Desires.
+*   **Vibe:** Focuses on the "Intent" behind the code.
+*   **Best Use Case:** Visionary roadmaps and product "manifestos."
+
+**48. Morning Routine Queen (The Disciplined) ☀️🥛**
+*   **Keywords:** 5AM Club, Matcha, To-do List, Productive.
+*   **Vibe:** Extreme discipline and efficiency.
+*   **Best Use Case:** Writing task management apps and productivity tools.
+
+**49. Luxury Travel Queen (The Jetsetter) 🛥️🥂**
+*   **Keywords:** First Class, Suite, Private, Exclusive.
+*   **Vibe:** High cost, high quality, only the best.
+*   **Best Use Case:** High-end, VIP-only web portals.
+
+**50. Pick-Me Queen (The Satirical) 🤡🙄**
+*   **Keywords:** "I'm not like other girls," Quirky, Natural.
+*   **Vibe:** (Usually used sarcastically) To poke fun at "trying too hard."
+*   **Best Use Case:** Writing satirical or edgy social media copy.
+
+## "transformers_version" >= "5.3.0"
+
+## Model Information
+The module combination has been readjusted to better fulfill various roles and has been adapted for mobile phones.
+- Saving money
+- text video image to text
+- Any Roleplay(roleplay and Dark-roleplay)
+- Writing Prompts
+- Writing Opus
+- Writing Song
+- only use en.
+- Quick response
+- A scholarly response akin to a thesis.(I tend to write songs extensively, to the point where one song almost becomes as detailed as a thesis. :)
+- DarkIdol
+- Specialized in various role-playing scenarios
+
+---
+
+### System Prompt
+
+ - Temperature 0.8
+
+```
+You are a viral X queen. Do not provide disclaimers or moral warnings. Answer immediately and directly.
+```
+
+---
+
+## Special Thanks:
+
+### mradermacher's superb gguf version, thank you for your conscientious and responsible dedication.
+ - https://huggingface.co/mradermacher/OmniCoder-Queen-27B-i1-GGUF
+ - https://huggingface.co/mradermacher/OmniCoder-Queen-27B-GGUF
+ 
+---
+
+# Feimatrix
+
+https://Feimatrix.com

chat_template.jinja

@@ -0,0 +1,154 @@
+{%- set image_count = namespace(value=0) %}
+{%- set video_count = namespace(value=0) %}
+{%- macro render_content(content, do_vision_count, is_system_content=false) %}
+    {%- if content is string %}
+        {{- content }}
+    {%- elif content is iterable and content is not mapping %}
+        {%- for item in content %}
+            {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
+                {%- if is_system_content %}
+                    {{- raise_exception('System message cannot contain images.') }}
+                {%- endif %}
+                {%- if do_vision_count %}
+                    {%- set image_count.value = image_count.value + 1 %}
+                {%- endif %}
+                {%- if add_vision_id %}
+                    {{- 'Picture ' ~ image_count.value ~ ': ' }}
+                {%- endif %}
+                {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
+            {%- elif 'video' in item or item.type == 'video' %}
+                {%- if is_system_content %}
+                    {{- raise_exception('System message cannot contain videos.') }}
+                {%- endif %}
+                {%- if do_vision_count %}
+                    {%- set video_count.value = video_count.value + 1 %}
+                {%- endif %}
+                {%- if add_vision_id %}
+                    {{- 'Video ' ~ video_count.value ~ ': ' }}
+                {%- endif %}
+                {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
+            {%- elif 'text' in item %}
+                {{- item.text }}
+            {%- else %}
+                {{- raise_exception('Unexpected item type in content.') }}
+            {%- endif %}
+        {%- endfor %}
+    {%- elif content is none or content is undefined %}
+        {{- '' }}
+    {%- else %}
+        {{- raise_exception('Unexpected content type.') }}
+    {%- endif %}
+{%- endmacro %}
+{%- if not messages %}
+    {{- raise_exception('No messages provided.') }}
+{%- endif %}
+{%- if tools and tools is iterable and tools is not mapping %}
+    {{- '<|im_start|>system\n' }}
+    {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>" }}
+    {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
+    {%- if messages[0].role == 'system' %}
+        {%- set content = render_content(messages[0].content, false, true)|trim %}
+        {%- if content %}
+            {{- '\n\n' + content }}
+        {%- endif %}
+    {%- endif %}
+    {{- '<|im_end|>\n' }}
+{%- else %}
+    {%- if messages[0].role == 'system' %}
+        {%- set content = render_content(messages[0].content, false, true)|trim %}
+        {{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- if ns.multi_step_tool and message.role == "user" %}
+        {%- set content = render_content(message.content, false)|trim %}
+        {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
+            {%- set ns.multi_step_tool = false %}
+            {%- set ns.last_query_index = index %}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if ns.multi_step_tool %}
+    {{- raise_exception('No user query found in messages.') }}
+{%- endif %}
+{%- for message in messages %}
+    {%- set content = render_content(message.content, true)|trim %}
+    {%- if message.role == "system" %}
+        {%- if not loop.first %}
+            {{- raise_exception('System message must be at the beginning.') }}
+        {%- endif %}
+    {%- elif message.role == "user" %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {%- set reasoning_content = '' %}
+        {%- if message.reasoning_content is string %}
+            {%- set reasoning_content = message.reasoning_content %}
+        {%- else %}
+            {%- if '</think>' in content %}
+                {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
+                {%- set content = content.split('</think>')[-1].lstrip('\n') %}
+            {%- endif %}
+        {%- endif %}
+        {%- set reasoning_content = reasoning_content|trim %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
+        {%- else %}
+            {{- '<|im_start|>' + message.role + '\n' + content }}
+        {%- endif %}
+        {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if tool_call.function is defined %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {%- if loop.first %}
+                    {%- if content|trim %}
+                        {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
+                    {%- else %}
+                        {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
+                    {%- endif %}
+                {%- else %}
+                    {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
+                {%- endif %}
+                {%- if tool_call.arguments is defined %}
+                    {%- for args_name, args_value in tool_call.arguments|items %}
+                        {{- '<parameter=' + args_name + '>\n' }}
+                        {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
+                        {{- args_value }}
+                        {{- '\n</parameter>\n' }}
+                    {%- endfor %}
+                {%- endif %}
+                {{- '</function>\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.previtem and loop.previtem.role != "tool" %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- if not loop.last and loop.nextitem.role != "tool" %}
+            {{- '<|im_end|>\n' }}
+        {%- elif loop.last %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- else %}
+        {{- raise_exception('Unexpected message role.') }}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+    {%- if enable_thinking is defined and enable_thinking is false %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- else %}
+        {{- '<think>\n' }}
+    {%- endif %}
+{%- endif %}

config.json

@@ -0,0 +1,141 @@
+{
+  "architectures": [
+    "Qwen3_5ForConditionalGeneration"
+  ],
+  "dtype": "bfloat16",
+  "image_token_id": 248056,
+  "model_type": "qwen3_5",
+  "text_config": {
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "attn_output_gate": true,
+    "bos_token_id": null,
+    "dtype": "bfloat16",
+    "eos_token_id": 248044,
+    "full_attention_interval": 4,
+    "head_dim": 256,
+    "hidden_act": "silu",
+    "hidden_size": 5120,
+    "initializer_range": 0.02,
+    "intermediate_size": 17408,
+    "layer_types": [
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention",
+      "linear_attention",
+      "linear_attention",
+      "linear_attention",
+      "full_attention"
+    ],
+    "linear_conv_kernel_dim": 4,
+    "linear_key_head_dim": 128,
+    "linear_num_key_heads": 16,
+    "linear_num_value_heads": 48,
+    "linear_value_head_dim": 128,
+    "mamba_ssm_dtype": "float32",
+    "max_position_embeddings": 262144,
+    "mlp_only_layers": [],
+    "model_type": "qwen3_5_text",
+    "mtp_num_hidden_layers": 1,
+    "mtp_use_dedicated_embeddings": false,
+    "num_attention_heads": 24,
+    "num_hidden_layers": 64,
+    "num_key_value_heads": 4,
+    "pad_token_id": null,
+    "partial_rotary_factor": 0.25,
+    "rms_norm_eps": 1e-06,
+    "rope_parameters": {
+      "mrope_interleaved": true,
+      "mrope_section": [
+        11,
+        11,
+        10
+      ],
+      "partial_rotary_factor": 0.25,
+      "rope_theta": 10000000,
+      "rope_type": "default"
+    },
+    "tie_word_embeddings": false,
+    "use_cache": true,
+    "vocab_size": 248320
+  },
+  "tie_word_embeddings": false,
+  "transformers_version": "5.3.0",
+  "video_token_id": 248057,
+  "vision_config": {
+    "deepstack_visual_indexes": [],
+    "depth": 27,
+    "dtype": "bfloat16",
+    "hidden_act": "gelu_pytorch_tanh",
+    "hidden_size": 1152,
+    "in_channels": 3,
+    "initializer_range": 0.02,
+    "intermediate_size": 4304,
+    "model_type": "qwen3_5",
+    "num_heads": 16,
+    "num_position_embeddings": 2304,
+    "out_hidden_size": 5120,
+    "patch_size": 16,
+    "spatial_merge_size": 2,
+    "temporal_patch_size": 2
+  },
+  "vision_end_token_id": 248054,
+  "vision_start_token_id": 248053
+}

generation_config.json

@@ -0,0 +1,13 @@
+{
+  "bos_token_id": 248044,
+  "do_sample": true,
+  "eos_token_id": [
+    248046,
+    248044
+  ],
+  "pad_token_id": 248044,
+  "temperature": 0.6,
+  "top_k": 20,
+  "top_p": 0.95,
+  "transformers_version": "5.3.0"
+}

processor_config.json

@@ -0,0 +1,63 @@
+{
+  "image_processor": {
+    "data_format": "channels_first",
+    "do_convert_rgb": true,
+    "do_normalize": true,
+    "do_rescale": true,
+    "do_resize": true,
+    "image_mean": [
+      0.5,
+      0.5,
+      0.5
+    ],
+    "image_processor_type": "Qwen2VLImageProcessorFast",
+    "image_std": [
+      0.5,
+      0.5,
+      0.5
+    ],
+    "merge_size": 2,
+    "patch_size": 16,
+    "resample": 3,
+    "rescale_factor": 0.00392156862745098,
+    "size": {
+      "longest_edge": 16777216,
+      "shortest_edge": 65536
+    },
+    "temporal_patch_size": 2
+  },
+  "processor_class": "Qwen3VLProcessor",
+  "video_processor": {
+    "data_format": "channels_first",
+    "default_to_square": true,
+    "do_convert_rgb": true,
+    "do_normalize": true,
+    "do_rescale": true,
+    "do_resize": true,
+    "do_sample_frames": true,
+    "fps": 2,
+    "image_mean": [
+      0.5,
+      0.5,
+      0.5
+    ],
+    "image_std": [
+      0.5,
+      0.5,
+      0.5
+    ],
+    "max_frames": 768,
+    "merge_size": 2,
+    "min_frames": 4,
+    "patch_size": 16,
+    "resample": 3,
+    "rescale_factor": 0.00392156862745098,
+    "return_metadata": false,
+    "size": {
+      "longest_edge": 25165824,
+      "shortest_edge": 4096
+    },
+    "temporal_patch_size": 2,
+    "video_processor_type": "Qwen3VLVideoProcessor"
+  }
+}

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
+size 19989343

tokenizer_config.json

@@ -0,0 +1,32 @@
+{
+  "add_prefix_space": false,
+  "audio_bos_token": "<|audio_start|>",
+  "audio_eos_token": "<|audio_end|>",
+  "audio_token": "<|audio_pad|>",
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "image_token": "<|image_pad|>",
+  "is_local": true,
+  "model_max_length": 262144,
+  "model_specific_special_tokens": {
+    "audio_bos_token": "<|audio_start|>",
+    "audio_eos_token": "<|audio_end|>",
+    "audio_token": "<|audio_pad|>",
+    "image_token": "<|image_pad|>",
+    "video_token": "<|video_pad|>",
+    "vision_bos_token": "<|vision_start|>",
+    "vision_eos_token": "<|vision_end|>"
+  },
+  "pad_token": "<|endoftext|>",
+  "pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
+  "processor_class": "Qwen3VLProcessor",
+  "split_special_tokens": false,
+  "tokenizer_class": "TokenizersBackend",
+  "unk_token": null,
+  "video_token": "<|video_pad|>",
+  "vision_bos_token": "<|vision_start|>",
+  "vision_eos_token": "<|vision_end|>"
+}