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: 6,863 Bytes
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import ModelLoadHighlight from './ModelLoadHighlight.svelte';
import {
CircleAlert,
Heart,
HeartOff,
Info,
Loader2,
Power,
PowerOff,
RotateCw
} from '@lucide/svelte';
import { ActionIcon, ModelId } from '$lib/components/app';
import { ICON_CLASS_DEFAULT } from '$lib/constants';
import { ServerModelStatus } from '$lib/enums';
import { modelsStore } from '$lib/stores';
import type { ModelOption } from '$lib/types/models';
import { modelLoadFraction, modelLoadProgressText } from '$lib/utils';
interface Props {
option: ModelOption;
isSelected: boolean;
isHighlighted: boolean;
isFav: boolean;
hideOrgName?: boolean;
onSelect: (modelId: string) => void;
onMouseEnter: () => void;
onKeyDown: (e: KeyboardEvent) => void;
onInfoClick?: (modelName: string) => void;
}
let {
hideOrgName = false,
isFav,
isHighlighted,
isSelected,
onInfoClick,
onKeyDown,
onMouseEnter,
onSelect,
option
}: Props = $props();
let currentRouterModels = $derived(modelsStore.routerModels);
let serverStatus = $derived.by(() => {
const model = currentRouterModels.find((m) => m.id === option.model);
return (model?.status?.value as ServerModelStatus) ?? null;
});
let isOperationInProgress = $derived(modelsStore.status.isOperationInProgress(option.model));
let isFailed = $derived(serverStatus === ServerModelStatus.FAILED);
let isSleeping = $derived(serverStatus === ServerModelStatus.SLEEPING);
let isLoaded = $derived(
(serverStatus === ServerModelStatus.LOADED || isSleeping) && !isOperationInProgress
);
let isLoading = $derived(serverStatus === ServerModelStatus.LOADING || isOperationInProgress);
let loadProgress = $derived(isLoading ? modelsStore.status.getLoadProgress(option.model) : null);
let loadPercent = $derived(Math.round(modelLoadFraction(loadProgress) * 100));
let loadTitle = $derived(modelLoadProgressText(loadProgress));
let modalities = $derived(option.modalities);
let capabilities = $derived.by(() => ({
reasoning: modelsStore.props.checkModelSupportsThinking(option.model)
}));
</script>
<div
aria-selected={isSelected || isHighlighted}
class={[
'group relative flex w-full items-center gap-2 rounded-sm p-2 text-left text-sm transition focus:outline-none',
'cursor-pointer',
isSelected && !isHighlighted && 'bg-accent/50',
isHighlighted && 'bg-accent',
(isSelected || isHighlighted) && 'text-accent-foreground',
'hover:bg-accent',
'focus:bg-accent',
isLoaded ? 'text-popover-foreground' : 'text-muted-foreground'
]}
onclick={() => onSelect(option.id)}
onkeydown={onKeyDown}
onmouseenter={onMouseEnter}
role="option"
tabindex="0"
title={loadTitle}
>
<ModelId
aliases={option.aliases}
{capabilities}
class="flex-1"
{hideOrgName}
{modalities}
modelId={option.model}
showRawTooltip
tags={option.tags}
/>
<div class="flex shrink-0 items-center gap-1">
<!-- svelte-ignore a11y_no_static_element_interactions -->
<!-- svelte-ignore a11y_click_events_have_key_events -->
<div
class="pointer-events-none flex items-center justify-center gap-0.75 pl-2 opacity-0 group-hover:pointer-events-auto group-hover:opacity-100 [@media(pointer:coarse)]:pointer-events-auto [@media(pointer:coarse)]:opacity-100"
onclick={(e) => e.stopPropagation()}
>
{#if isFav}
<ActionIcon
class="h-3 w-3 hover:text-foreground"
icon={HeartOff}
iconSize="h-2.5 w-2.5"
onclick={() => modelsStore.toggleFavorite(option.model)}
tooltip="Remove from favorites"
/>
{:else}
<ActionIcon
class="h-3 w-3 hover:text-foreground"
icon={Heart}
iconSize="h-2.5 w-2.5"
onclick={() => modelsStore.toggleFavorite(option.model)}
tooltip="Add to favorites"
/>
{/if}
<!-- info button: only shown when model is loaded and callback is provided -->
{#if isLoaded && onInfoClick}
<ActionIcon
class="h-3 w-3 hover:text-foreground"
icon={Info}
iconSize="h-2.5 w-2.5"
onclick={() => onInfoClick(option.model)}
tooltip="Model information"
/>
{/if}
</div>
{#if isLoading}
<div class="flex w-4 items-center justify-center [@media(pointer:coarse)]:w-5">
<Loader2 class="{ICON_CLASS_DEFAULT} animate-spin text-muted-foreground" />
</div>
{:else if isFailed}
<div class="flex w-4 items-center justify-center [@media(pointer:coarse)]:w-auto">
<CircleAlert
class="h-3.5 w-3.5 text-red-500 group-hover:hidden [@media(pointer:coarse)]:hidden"
/>
<div class="hidden group-hover:flex [@media(pointer:coarse)]:flex">
<ActionIcon
class="h-3 w-3 text-red-500 hover:text-foreground"
icon={RotateCw}
iconSize="h-2.5 w-2.5"
onclick={() => modelsStore.status.load(option.model)}
stopPropagationOnClick
tooltip="Retry loading model"
/>
</div>
</div>
{:else if isSleeping}
<div class="flex w-4 items-center justify-center [@media(pointer:coarse)]:w-auto">
<span
class="h-2 w-2 rounded-full bg-orange-400 group-hover:hidden [@media(pointer:coarse)]:hidden"
></span>
<div class="hidden group-hover:flex [@media(pointer:coarse)]:flex">
<ActionIcon
class="h-3 w-3 text-red-500 hover:text-red-600 [@media(pointer:coarse)]:text-amber-500 [@media(pointer:coarse)]:hover:text-amber-600"
icon={PowerOff}
iconSize="h-2.5 w-2.5"
onclick={(e) => {
e?.stopPropagation();
modelsStore.status.unload(option.model);
}}
tooltip="Unload model"
/>
</div>
</div>
{:else if isLoaded}
<div class="flex w-4 items-center justify-center [@media(pointer:coarse)]:w-auto">
<span
class="h-2 w-2 rounded-full bg-green-500 group-hover:hidden [@media(pointer:coarse)]:hidden"
></span>
<div class="hidden group-hover:flex [@media(pointer:coarse)]:flex">
<ActionIcon
class="h-3 w-3 text-red-500 hover:text-red-600 [@media(pointer:coarse)]:text-green-500 [@media(pointer:coarse)]:hover:text-green-600"
icon={PowerOff}
iconSize="h-2.5 w-2.5"
onclick={() => modelsStore.status.unload(option.model)}
stopPropagationOnClick
tooltip="Unload model"
/>
</div>
</div>
{:else}
<div class="flex w-4 items-center justify-center [@media(pointer:coarse)]:w-auto">
<span
class="h-2 w-2 rounded-full bg-muted-foreground/50 group-hover:hidden [@media(pointer:coarse)]:hidden"
></span>
<div class="hidden group-hover:flex [@media(pointer:coarse)]:flex">
<ActionIcon
class="h-3 w-3 [@media(pointer:coarse)]:text-muted-foreground"
icon={Power}
iconSize="h-2.5 w-2.5"
onclick={() => modelsStore.status.load(option.model)}
stopPropagationOnClick
tooltip="Load model"
/>
</div>
</div>
{/if}
</div>
{#if isLoading}
<ModelLoadHighlight percent={loadPercent} />
{/if}
</div>
|