Instructions to use VladHong/llama-cpp-K2-FAST2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use VladHong/llama-cpp-K2-FAST2 with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf VladHong/llama-cpp-K2-FAST2 # Run inference directly in the terminal: llama cli -hf VladHong/llama-cpp-K2-FAST2
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf VladHong/llama-cpp-K2-FAST2 # Run inference directly in the terminal: llama cli -hf VladHong/llama-cpp-K2-FAST2
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf VladHong/llama-cpp-K2-FAST2 # Run inference directly in the terminal: ./build/bin/llama cli -hf VladHong/llama-cpp-K2-FAST2
Use Docker
docker model run hf.co/VladHong/llama-cpp-K2-FAST2
- Llama new
- LM Studio
- Jan
- Ollama
How to use VladHong/llama-cpp-K2-FAST2 with Ollama:
ollama run hf.co/VladHong/llama-cpp-K2-FAST2
- Unsloth Desktop
- Docker Model Runner
How to use VladHong/llama-cpp-K2-FAST2 with Docker Model Runner:
docker model run hf.co/VladHong/llama-cpp-K2-FAST2
- Lemonade
How to use VladHong/llama-cpp-K2-FAST2 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull VladHong/llama-cpp-K2-FAST2
Run and chat with the model
lemonade run user.llama-cpp-K2-FAST2-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
File size: 3,835 Bytes
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*
* CONTENT RENDERING
*
* Components for rendering rich content: markdown, code, and previews.
*
*/
/**
* **MarkdownContent** - Rich markdown renderer
*
* Renders markdown content with syntax highlighting, LaTeX math,
* tables, links, and code blocks. Optimized for streaming with
* incremental block-based rendering.
*
* **Features:**
* - GFM (GitHub Flavored Markdown): tables, task lists, strikethrough
* - LaTeX math via KaTeX (`$inline$` and `$$block$$`)
* - Syntax highlighting (highlight.js) with language detection
* - Code copy buttons with click feedback
* - External links open in new tab with security attrs
* - Image attachment resolution from message extras
* - Dark/light theme support (auto-switching)
* - Streaming-optimized incremental rendering
* - Code preview dialog for large blocks
*
* @example
* ```svelte
* <MarkdownContent content={message.content} attachments={message.extra} />
* ```
*/
export { default as MarkdownContent } from './MarkdownContent/MarkdownContent.svelte';
/**
* **MentionText** - Plain text with file mention badges
*
* Renders a message verbatim, turning only `[name](file://path)` links
* into the same badge chips the markdown path draws. Nothing else is
* interpreted, so pasted code keeps its `#` comments and underscores.
*
* @example
* ```svelte
* <span class="whitespace-pre-wrap"><MentionText content={message.content} /></span>
* ```
*/
export { default as MentionText } from './MentionText.svelte';
/**
* **SyntaxHighlightedCode** - Code syntax highlighting
*
* Renders code with syntax highlighting using highlight.js.
* Supports theme switching and scrollable containers.
*
* **Features:**
* - Auto language detection with fallback
* - Dark/light theme auto-switching
* - Scrollable container with configurable max dimensions
* - Monospace font styling
* - Preserves whitespace and formatting
*
* @example
* ```svelte
* <SyntaxHighlightedCode code={jsonString} language="json" />
* ```
*/
export { default as SyntaxHighlightedCode } from './SyntaxHighlightedCode.svelte';
/**
* **CollapsibleContentBlock** - Expandable content card
*
* Reusable collapsible card with header, icon, and auto-scroll.
* Used for tool calls and reasoning blocks in chat messages.
*
* **Features:**
* - Collapsible content with smooth animation
* - Custom icon and title display
* - Optional subtitle/status text
* - Auto-scroll during streaming (pauses on user scroll)
* - Configurable max height with overflow scroll
*
* @example
* ```svelte
* <CollapsibleContentBlock
* bind:open
* title="Thinking..."
* isStreaming
* >
* {reasoningContent}
* </CollapsibleContentBlock>
* ```
*/
export { default as CollapsibleContentBlock } from './CollapsibleContentBlock.svelte';
/**
* **CollapsibleTerminalBlock** - Expandable content card with a terminal-style frame
*
* Same shape as CollapsibleContentBlock, but with a `code-background`
* fill, subtle border, and tightened padding suited for shell command
* output and similar dense / monospace content.
*
* @example
* ```svelte
* <CollapsibleTerminalBlock bind:open title="Run command">
* <pre>{output}</pre>
* </CollapsibleTerminalBlock>
* ```
*/
export { default as CollapsibleTerminalBlock } from './CollapsibleTerminalBlock.svelte';
/**
* **MermaidPreview** - Interactive Mermaid diagram viewer
*
* Renders Mermaid-generated SVG diagrams with zoom, pan, and fit-to-view controls.
*
* **Features:**
* - Mouse wheel zoom in/out
* - Click-drag panning with pointer capture
* - Fit to view and reset view controls
* - Download as SVG
* - Responsive scaling with viewBox detection
*
* @example
* ```svelte
* <MermaidPreview svgHtml={diagramSvg} />
* ```
*/
export { default as MermaidPreview } from './MermaidPreview.svelte';
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