Text Generation
Safetensors
GGUF
English
reasoning
reinforcement-learning
grpo
small-language-model
samsung-ennovatex
conversational
Instructions to use OmnipotentFool/Aurvion 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 OmnipotentFool/Aurvion 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 OmnipotentFool/Aurvion:Q4_K_M # Run inference directly in the terminal: llama cli -hf OmnipotentFool/Aurvion:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf OmnipotentFool/Aurvion:Q4_K_M # Run inference directly in the terminal: llama cli -hf OmnipotentFool/Aurvion:Q4_K_M
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 OmnipotentFool/Aurvion:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf OmnipotentFool/Aurvion:Q4_K_M
Use Docker
docker model run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- Llama new
- LM Studio
- Jan
- vLLM
How to use OmnipotentFool/Aurvion with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "OmnipotentFool/Aurvion" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "OmnipotentFool/Aurvion", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- Ollama
How to use OmnipotentFool/Aurvion with Ollama:
ollama run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use OmnipotentFool/Aurvion with Docker Model Runner:
docker model run hf.co/OmnipotentFool/Aurvion:Q4_K_M
- Lemonade
How to use OmnipotentFool/Aurvion with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull OmnipotentFool/Aurvion:Q4_K_M
Run and chat with the model
lemonade run user.Aurvion-Q4_K_M
List all available models
lemonade list
- Atomic Chat
File size: 4,247 Bytes
6b9d0d8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 | /**
* Abort Signal Utilities
*
* Provides utilities for consistent AbortSignal propagation across the application.
* These utilities help ensure that async operations can be properly cancelled
* when needed (e.g., user stops generation, navigates away, etc.).
*/
/**
* Throws an AbortError if the signal is aborted.
* Use this at the start of async operations to fail fast.
*
* @param signal - Optional AbortSignal to check
* @throws DOMException with name 'AbortError' if signal is aborted
*
* @example
* ```ts
* async function fetchData(signal?: AbortSignal) {
* throwIfAborted(signal);
* // ... proceed with operation
* }
* ```
*/
export function throwIfAborted(signal?: AbortSignal): void {
if (signal?.aborted) {
throw new DOMException('Operation was aborted', 'AbortError');
}
}
/**
* Checks if an error is an AbortError.
* Use this to distinguish between user-initiated cancellation and actual errors.
*
* @param error - Error to check
* @returns true if the error is an AbortError
*
* @example
* ```ts
* try {
* await fetchData(signal);
* } catch (error) {
* if (isAbortError(error)) {
* // User cancelled - no error dialog needed
* return;
* }
* // Handle actual error
* }
* ```
*/
export function isAbortError(error: unknown): boolean {
if (error instanceof DOMException && error.name === 'AbortError') {
return true;
}
if (error instanceof Error && error.name === 'AbortError') {
return true;
}
return false;
}
/**
* Creates a new AbortController that is linked to one or more parent signals.
* When any parent signal aborts, the returned controller also aborts.
*
* Useful for creating child operations that should be cancelled when
* either the parent operation or their own timeout/condition triggers.
*
* @param signals - Parent signals to link to (undefined signals are ignored)
* @returns A new AbortController linked to all provided signals
*
* @example
* ```ts
* // Link to user's abort signal and add a timeout
* const linked = createLinkedController(userSignal, timeoutSignal);
* await fetch(url, { signal: linked.signal });
* ```
*/
export function createLinkedController(...signals: (AbortSignal | undefined)[]): AbortController {
const controller = new AbortController();
for (const signal of signals) {
if (!signal) continue;
// If already aborted, abort immediately
if (signal.aborted) {
controller.abort(signal.reason);
return controller;
}
// Link to parent signal
signal.addEventListener('abort', () => controller.abort(signal.reason), { once: true });
}
return controller;
}
/**
* Creates an AbortSignal that times out after the specified duration.
*
* @param ms - Timeout duration in milliseconds
* @returns AbortSignal that will abort after the timeout
*
* @example
* ```ts
* const signal = createTimeoutSignal(5000); // 5 second timeout
* await fetch(url, { signal });
* ```
*/
export function createTimeoutSignal(ms: number): AbortSignal {
return AbortSignal.timeout(ms);
}
/**
* Wraps a promise to reject if the signal is aborted.
* Useful for making non-abortable promises respect an AbortSignal.
*
* @param promise - Promise to wrap
* @param signal - AbortSignal to respect
* @returns Promise that rejects with AbortError if signal aborts
*
* @example
* ```ts
* // Make a non-abortable operation respect abort signal
* const result = await withAbortSignal(
* someNonAbortableOperation(),
* signal
* );
* ```
*/
export async function withAbortSignal<T>(promise: Promise<T>, signal?: AbortSignal): Promise<T> {
if (!signal) return promise;
throwIfAborted(signal);
return new Promise<T>((resolve, reject) => {
const abortHandler = () => {
reject(new DOMException('Operation was aborted', 'AbortError'));
};
signal.addEventListener('abort', abortHandler, { once: true });
promise
.then((value) => {
signal.removeEventListener('abort', abortHandler);
resolve(value);
})
.catch((error) => {
signal.removeEventListener('abort', abortHandler);
reject(error);
});
});
}
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