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0ed8124 36a170e 0ed8124 3fd9ca4 0ed8124 36a170e 3fd9ca4 0ed8124 c2b7fe3 0ed8124 c2b7fe3 0ed8124 3fd9ca4 0ed8124 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 | import type { ManifestModelV2 } from './manifest';
import { DEFAULT_CONTEXT_SIZE } from '../lib/runtime-defaults';
import type {
BenchmarkFlashMode,
BenchmarkKvCacheType,
GateDecision,
RequestedBackend,
RuntimeBackend,
StorageEstimate,
WebGpuAdapterSnapshot,
} from './protocol';
import type { BackendReport } from './native-log';
export const MODEL_27B_RELEASE_CONTEXT_LIMIT = DEFAULT_CONTEXT_SIZE;
export const MODEL_27B_BENCHMARK_CONTEXT_LIMIT = 8_448;
export interface ModelContextPolicyInput {
tuningScope: 'release-defaults' | 'benchmark';
requestedBackend: RequestedBackend;
flashMode: BenchmarkFlashMode;
kvCacheType: BenchmarkKvCacheType;
}
export interface ModelContextPolicyDecision {
allowed: boolean;
limit: number;
}
const KNOWN_LIMITS = [
'maxBindGroups',
'maxBindingsPerBindGroup',
'maxBufferSize',
'maxComputeInvocationsPerWorkgroup',
'maxComputeWorkgroupSizeX',
'maxComputeWorkgroupSizeY',
'maxComputeWorkgroupSizeZ',
'maxComputeWorkgroupStorageSize',
'maxComputeWorkgroupsPerDimension',
'maxDynamicStorageBuffersPerPipelineLayout',
'maxStorageBufferBindingSize',
'maxStorageBuffersPerShaderStage',
] as const;
interface GpuAdapterLike {
limits: object;
features: Iterable<string>;
info?: {
vendor?: string;
architecture?: string;
device?: string;
description?: string;
};
requestAdapterInfo?: () => Promise<{
vendor?: string;
architecture?: string;
device?: string;
description?: string;
}>;
}
interface GpuLike {
requestAdapter(): Promise<GpuAdapterLike | null>;
}
function navigatorGpu(): GpuLike | null {
const value = (navigator as Navigator & { gpu?: GpuLike }).gpu;
return value ?? null;
}
export function supportsWllamaWebGpuRuntime(userAgent: string, hasJspi: boolean): boolean {
const isFirefox = /Firefox\/([0-9.]+)(?:\s|$)/.test(userAgent);
return !isFirefox || hasJspi;
}
function hasWebAssemblyJspi(): boolean {
return Boolean((WebAssembly as typeof WebAssembly & { Suspending?: unknown }).Suspending);
}
function readLimits(limits: object): Record<string, number> {
const record = limits as Record<string, unknown>;
const result: Record<string, number> = {};
const keys = new Set([...KNOWN_LIMITS, ...Object.keys(record)]);
for (const key of keys) {
const value = record[key];
if (typeof value === 'number' && Number.isFinite(value)) {
result[key] = value;
}
}
return result;
}
export async function inspectWebGpuAdapter(): Promise<WebGpuAdapterSnapshot> {
if (!supportsWllamaWebGpuRuntime(navigator.userAgent, hasWebAssemblyJspi())) {
return {
available: false,
name: null,
vendor: null,
architecture: null,
device: null,
description: null,
limits: {},
features: [],
};
}
const gpu = navigatorGpu();
if (!gpu) {
return {
available: false,
name: null,
vendor: null,
architecture: null,
device: null,
description: null,
limits: {},
features: [],
};
}
// Match the adapter selection used by the pinned wllama/llama.cpp WebGPU
// runtime so the gate never proves limits on a different GPU.
const adapter = await gpu.requestAdapter();
if (!adapter) {
return {
available: false,
name: null,
vendor: null,
architecture: null,
device: null,
description: null,
limits: {},
features: [],
};
}
const info = adapter.info ?? await adapter.requestAdapterInfo?.() ?? {};
const clean = (value: string | undefined): string | null => {
const trimmed = value?.trim();
return trimmed ? trimmed : null;
};
const vendor = clean(info.vendor);
const architecture = clean(info.architecture);
const device = clean(info.device);
const description = clean(info.description);
const name = description ?? device ?? architecture ?? vendor ?? 'WebGPU adapter';
return {
available: true,
name,
vendor,
architecture,
device,
description,
limits: readLimits(adapter.limits),
features: [...adapter.features].sort(),
};
}
export async function estimateStorage(): Promise<StorageEstimate> {
const [estimate, persisted] = await Promise.all([
navigator.storage.estimate(),
navigator.storage.persisted(),
]);
return {
usageBytes: estimate.usage ?? null,
quotaBytes: estimate.quota ?? null,
persisted,
};
}
export async function persistStorage(): Promise<StorageEstimate & { granted: boolean }> {
const granted = await navigator.storage.persist();
return {
...await estimateStorage(),
granted,
};
}
function availableStorageBytes(storage: StorageEstimate, cachedModelBytes: number): number | null {
if (storage.quotaBytes === null || storage.usageBytes === null) {
return null;
}
return Math.max(0, storage.quotaBytes - storage.usageBytes + cachedModelBytes);
}
export function evaluateModelContextPolicy(
model: ManifestModelV2,
contextSize: number,
input: ModelContextPolicyInput,
): ModelContextPolicyDecision {
const longContextExperiment = model.id === '27b'
&& input.tuningScope === 'benchmark'
&& input.requestedBackend === 'webgpu'
&& input.flashMode === 'auto'
&& input.kvCacheType === 'q4_0';
const limit = model.id === '27b'
? Math.min(
model.contextLength,
longContextExperiment
? MODEL_27B_BENCHMARK_CONTEXT_LIMIT
: MODEL_27B_RELEASE_CONTEXT_LIMIT,
)
: model.contextLength;
return {
allowed: Number.isSafeInteger(contextSize) && contextSize > 0 && contextSize <= limit,
limit,
};
}
function webGpuFailures(model: ManifestModelV2, adapter: WebGpuAdapterSnapshot): string[] {
if (!adapter.available) {
return ['WebGPU adapter is unavailable.'];
}
const failures: string[] = [];
if (model.runtimePolicy.tokenEmbeddingOnWebGPU && !adapter.features.includes('shader-f16')) {
failures.push('WebGPU adapter lacks shader-f16, which the token-embedding single-graph path requires.');
}
for (const [limit, required] of Object.entries(model.requiredLimits)) {
const observed = adapter.limits[limit];
if (observed === undefined) {
failures.push(`WebGPU adapter does not report required limit ${limit}.`);
} else if (observed < required) {
failures.push(`WebGPU ${limit} is ${observed}, but ${model.id} requires ${required}.`);
}
}
return failures;
}
export function evaluateModelGate(
model: ManifestModelV2,
requestedBackend: RequestedBackend,
adapter: WebGpuAdapterSnapshot,
storage: StorageEstimate,
cachedModelBytes = 0,
): GateDecision {
const reasons: string[] = [];
const warnings: string[] = [];
const availableBytes = availableStorageBytes(storage, cachedModelBytes);
if (availableBytes !== null && availableBytes < model.downloadBytes) {
reasons.push(
`Browser storage has ${availableBytes} bytes available for this model, but ${model.downloadBytes} bytes are required.`,
);
} else if (availableBytes === null) {
warnings.push('Browser storage quota is unavailable; download capacity could not be proven.');
}
const gpuFailures = webGpuFailures(model, adapter);
let selectedBackend: RuntimeBackend | null = null;
if (requestedBackend === 'wasm') {
if (!model.cpuFallback) {
reasons.push(`${model.displayName} is WebGPU-only and cannot fall back to CPU-WASM.`);
} else {
selectedBackend = 'wasm';
}
} else if (requestedBackend === 'webgpu') {
if (gpuFailures.length > 0) {
reasons.push(...gpuFailures);
} else {
selectedBackend = 'webgpu';
}
} else if (gpuFailures.length === 0) {
selectedBackend = 'webgpu';
} else if (model.cpuFallback) {
selectedBackend = 'wasm';
warnings.push(...gpuFailures.map((failure) => `${failure} Falling back to CPU-WASM.`));
} else {
reasons.push(...gpuFailures);
reasons.push(`${model.displayName} forbids CPU-WASM fallback; choose a smaller tier.`);
}
if (reasons.length > 0) {
selectedBackend = null;
}
return {
allowed: reasons.length === 0,
requestedBackend,
selectedBackend,
reasons,
warnings,
requiredBytes: model.downloadBytes,
availableStorageBytes: availableBytes,
};
}
export function assertBackendPolicy(
model: ManifestModelV2,
backend: RuntimeBackend,
report: BackendReport,
): void {
if (backend !== 'webgpu') {
return;
}
const requireSingleGraph = model.runtimePolicy.tokenEmbeddingOnWebGPU
|| model.runtimePolicy.requireSingleWebGPUGraph;
if (!requireSingleGraph) return;
if (report.opsOnCpu !== 0) {
throw new Error(
`${model.displayName} WebGPU tripwire: native log reports ${report.opsOnCpu} CPU op(s).`,
);
}
if (report.nGraphSplits !== 1) {
throw new Error(
`${model.displayName} WebGPU tripwire: token embedding policy requires one graph split, observed ${String(report.nGraphSplits)}.`,
);
}
if (!report.backends.includes('WebGPU')) {
throw new Error(`${model.displayName} WebGPU tripwire: native log did not confirm the WebGPU backend.`);
}
if (report.layersGpu === null || report.layersGpu.offloaded !== report.layersGpu.total) {
throw new Error(`${model.displayName} WebGPU tripwire: native log did not confirm all layers on the GPU.`);
}
}
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