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: 2,523 Bytes
c59fd93 | 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 | import { redactValue } from './redact';
import { CORS_PROXY, HEADERS } from '$lib/constants';
import { MimeTypeApplication } from '$lib/enums';
import { settingsStore } from '$lib/stores/settings/index.svelte';
/**
* Get authorization headers for API requests
* Includes Bearer token if API key is configured
*/
export function getAuthHeaders(): Record<string, string> {
const currentConfig = settingsStore.config;
const apiKey = currentConfig.apiKey?.toString().trim();
return apiKey ? { [HEADERS.AUTHORIZATION]: `${HEADERS.BEARER}${apiKey}` } : {};
}
/**
* Get standard JSON headers with optional authorization
*/
export function getJsonHeaders(): Record<string, string> {
return {
[HEADERS.CONTENT_TYPE]: MimeTypeApplication.JSON,
...getAuthHeaders()
};
}
/**
* Sanitize HTTP headers by redacting sensitive values.
* Known sensitive headers (from HEADERS.REDACTED) and any extra headers
* specified by the caller are fully redacted. Headers listed in
* `partialRedactHeaders` are partially redacted, showing only the
* specified number of trailing characters.
*
* @param headers - Headers to sanitize
* @param extraRedactedHeaders - Additional header names to fully redact
* @param partialRedactHeaders - Map of header name -> number of trailing chars to keep visible
* @returns Object with header names as keys and (possibly redacted) values
*/
export function sanitizeHeaders(
headers?: HeadersInit,
extraRedactedHeaders?: Iterable<string>,
partialRedactHeaders?: Map<string, number>
): Record<string, string> {
if (!headers) {
return {};
}
const normalized = new Headers(headers);
const sanitized: Record<string, string> = {};
const redactedHeaders = new Set(
Array.from(extraRedactedHeaders ?? [], (header) => header.toLowerCase())
);
for (const [key, value] of normalized.entries()) {
const normalizedKey = key.toLowerCase();
const unproxiedKey = normalizedKey.startsWith(CORS_PROXY.HEADER_PREFIX)
? normalizedKey.slice(CORS_PROXY.HEADER_PREFIX.length)
: normalizedKey;
const partialChars =
partialRedactHeaders?.get(normalizedKey) ?? partialRedactHeaders?.get(unproxiedKey);
if (partialChars !== undefined) {
sanitized[key] = redactValue(value, partialChars);
} else if (
HEADERS.REDACTED.has(normalizedKey) ||
HEADERS.REDACTED.has(unproxiedKey) ||
redactedHeaders.has(normalizedKey) ||
redactedHeaders.has(unproxiedKey)
) {
sanitized[key] = redactValue(value);
} else {
sanitized[key] = value;
}
}
return sanitized;
}
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