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export interface ManifestSourceModel {
repo: string;
revision: string;
file: string;
bytes: number;
sha256: string;
}
export interface ManifestModelFile {
path: string;
bytes: number;
sha256: string;
url?: string;
}
export interface ManifestChatTemplate {
bytes: number;
sha256: string;
markers: {
think: boolean;
toolCall: boolean;
toolResponse: boolean;
};
}
export interface ManifestModelV2 {
id: ModelTierId;
displayName: string;
architecture: string;
source: ManifestSourceModel;
files: ManifestModelFile[];
downloadBytes: number;
contextLength: number;
defaultContext: number;
cpuFallback: boolean;
largestTensorBytes: number;
requiredLimits: Record<string, number>;
chatTemplate: ManifestChatTemplate;
hybridDimensions: Record<string, number>;
nextNTensorCount: number;
runtimePolicy: {
flashAttention: false;
tokenEmbeddingOnWebGPU: boolean;
requireSingleWebGPUGraph: boolean;
};
}
export interface ModelManifestV2 {
schemaVersion: 2;
repository: {
id: string;
revision: string | null;
};
models: ManifestModelV2[];
}
const MODEL_IDS = new Set<ModelTierId>(['1_7b', '4b', '8b', '27b']);
const SHA256 = /^[0-9a-f]{64}$/;
const REVISION = /^[0-9a-f]{40}$/;
const SPLIT_FILE = /-(\d{5})-of-(\d{5})\.gguf$/i;
function isRecord(value: unknown): value is Record<string, unknown> {
return typeof value === 'object' && value !== null && !Array.isArray(value);
}
function assert(condition: unknown, message: string): asserts condition {
if (!condition) {
throw new Error(`Invalid model manifest v2: ${message}`);
}
}
function requireString(value: unknown, field: string): string {
assert(typeof value === 'string' && value.length > 0, `${field} must be a non-empty string`);
return value;
}
function requirePositiveInteger(value: unknown, field: string): number {
assert(Number.isSafeInteger(value) && Number(value) > 0, `${field} must be a positive integer`);
return Number(value);
}
function requireNonNegativeInteger(value: unknown, field: string): number {
assert(Number.isSafeInteger(value) && Number(value) >= 0, `${field} must be a non-negative integer`);
return Number(value);
}
function requireSha256(value: unknown, field: string): string {
const sha256 = requireString(value, field);
assert(SHA256.test(sha256), `${field} must be lowercase SHA-256 hex`);
return sha256;
}
function requireRevision(value: unknown, field: string): string {
const revision = requireString(value, field);
assert(REVISION.test(revision), `${field} must be a full 40-character commit`);
return revision;
}
function requireRepo(value: unknown, field: string): string {
const repo = requireString(value, field);
assert(/^[^/\s]+\/[^/\s]+$/.test(repo), `${field} must be a Hugging Face owner/repository id`);
return repo;
}
function requirePath(value: unknown, field: string): string {
const path = requireString(value, field);
assert(!path.startsWith('/'), `${field} must be repository-relative`);
assert(!path.split('/').some((part) => part === '' || part === '.' || part === '..'), `${field} contains an unsafe segment`);
assert(path.toLowerCase().endsWith('.gguf'), `${field} must point to a GGUF file`);
return path;
}
function parseSource(value: unknown, field: string): ManifestSourceModel {
assert(isRecord(value), `${field} must be an object`);
return {
repo: requireRepo(value.repo, `${field}.repo`),
revision: requireRevision(value.revision, `${field}.revision`),
file: requirePath(value.file, `${field}.file`),
bytes: requirePositiveInteger(value.bytes, `${field}.bytes`),
sha256: requireSha256(value.sha256, `${field}.sha256`),
};
}
function parseFile(value: unknown, field: string): ManifestModelFile {
assert(isRecord(value), `${field} must be an object`);
const file: ManifestModelFile = {
path: requirePath(value.path, `${field}.path`),
bytes: requirePositiveInteger(value.bytes, `${field}.bytes`),
sha256: requireSha256(value.sha256, `${field}.sha256`),
};
if (value.url !== undefined) {
const url = requireString(value.url, `${field}.url`);
const parsed = new URL(url);
assert(parsed.protocol === 'https:', `${field}.url must use HTTPS`);
file.url = url;
}
return file;
}
function parsePositiveNumberRecord(value: unknown, field: string): Record<string, number> {
assert(isRecord(value), `${field} must be an object`);
const parsed: Record<string, number> = {};
for (const [key, raw] of Object.entries(value)) {
assert(key.length > 0, `${field} contains an empty key`);
parsed[key] = requirePositiveInteger(raw, `${field}.${key}`);
}
return parsed;
}
function parseChatTemplate(value: unknown, field: string): ManifestChatTemplate {
assert(isRecord(value), `${field} must be an object`);
assert(isRecord(value.markers), `${field}.markers must be an object`);
const markers = value.markers;
assert(typeof markers.think === 'boolean', `${field}.markers.think must be boolean`);
assert(typeof markers.toolCall === 'boolean', `${field}.markers.toolCall must be boolean`);
assert(typeof markers.toolResponse === 'boolean', `${field}.markers.toolResponse must be boolean`);
return {
bytes: requirePositiveInteger(value.bytes, `${field}.bytes`),
sha256: requireSha256(value.sha256, `${field}.sha256`),
markers: {
think: markers.think,
toolCall: markers.toolCall,
toolResponse: markers.toolResponse,
},
};
}
function validateFileOrder(files: ManifestModelFile[], field: string): void {
const matches = files.map((file) => file.path.match(SPLIT_FILE));
const splitCount = matches.filter(Boolean).length;
if (splitCount === 0) {
assert(files.length === 1, `${field} must use GGUF split names when it contains multiple files`);
return;
}
assert(splitCount === files.length, `${field} mixes split and non-split GGUF names`);
for (let index = 0; index < matches.length; index += 1) {
const match = matches[index];
assert(match !== undefined && match !== null, `${field}[${index}] is not a split GGUF name`);
assert(Number(match[1]) === index + 1, `${field}[${index}] is out of order`);
assert(Number(match[2]) === files.length, `${field}[${index}] has the wrong shard count`);
}
}
function parseModel(value: unknown, index: number): ManifestModelV2 {
const field = `models[${index}]`;
assert(isRecord(value), `${field} must be an object`);
const id = requireString(value.id, `${field}.id`);
assert(MODEL_IDS.has(id as ModelTierId), `${field}.id is not a supported Bonsai tier`);
assert(Array.isArray(value.files) && value.files.length > 0, `${field}.files must be a non-empty array`);
const files = value.files.map((file, fileIndex) => parseFile(file, `${field}.files[${fileIndex}]`));
validateFileOrder(files, `${field}.files`);
assert(new Set(files.map((file) => file.path)).size === files.length, `${field}.files contains duplicate paths`);
const downloadBytes = requirePositiveInteger(value.downloadBytes, `${field}.downloadBytes`);
assert(
files.reduce((sum, file) => sum + file.bytes, 0) === downloadBytes,
`${field}.downloadBytes does not equal the shard byte sum`,
);
const contextLength = requirePositiveInteger(value.contextLength, `${field}.contextLength`);
const defaultContext = requirePositiveInteger(value.defaultContext, `${field}.defaultContext`);
assert(defaultContext <= contextLength, `${field}.defaultContext exceeds contextLength`);
assert(typeof value.cpuFallback === 'boolean', `${field}.cpuFallback must be boolean`);
assert(isRecord(value.runtimePolicy), `${field}.runtimePolicy must be an object`);
assert(value.runtimePolicy.flashAttention === false, `${field}.runtimePolicy.flashAttention must be false`);
assert(
typeof value.runtimePolicy.tokenEmbeddingOnWebGPU === 'boolean',
`${field}.runtimePolicy.tokenEmbeddingOnWebGPU must be boolean`,
);
assert(
typeof value.runtimePolicy.requireSingleWebGPUGraph === 'boolean',
`${field}.runtimePolicy.requireSingleWebGPUGraph must be boolean`,
);
const model: ManifestModelV2 = {
id: id as ModelTierId,
displayName: requireString(value.displayName, `${field}.displayName`),
architecture: requireString(value.architecture, `${field}.architecture`),
source: parseSource(value.source, `${field}.source`),
files,
downloadBytes,
contextLength,
defaultContext,
cpuFallback: value.cpuFallback,
largestTensorBytes: requirePositiveInteger(value.largestTensorBytes, `${field}.largestTensorBytes`),
requiredLimits: parsePositiveNumberRecord(value.requiredLimits, `${field}.requiredLimits`),
chatTemplate: parseChatTemplate(value.chatTemplate, `${field}.chatTemplate`),
hybridDimensions: parsePositiveNumberRecord(value.hybridDimensions, `${field}.hybridDimensions`),
nextNTensorCount: requireNonNegativeInteger(value.nextNTensorCount, `${field}.nextNTensorCount`),
runtimePolicy: {
flashAttention: false,
tokenEmbeddingOnWebGPU: value.runtimePolicy.tokenEmbeddingOnWebGPU,
requireSingleWebGPUGraph: value.runtimePolicy.requireSingleWebGPUGraph,
},
};
assert(
model.requiredLimits.maxStorageBufferBindingSize === model.largestTensorBytes,
`${field}.requiredLimits.maxStorageBufferBindingSize must equal largestTensorBytes`,
);
if (model.id === '27b') {
assert(model.cpuFallback === false, `${field} must disable CPU fallback for 27B`);
assert(model.runtimePolicy.requireSingleWebGPUGraph, `${field} must require a single WebGPU graph for 27B`);
}
return model;
}
export function parseModelManifestV2(value: unknown): ModelManifestV2 {
assert(isRecord(value), 'root must be an object');
assert(value.schemaVersion === 2, 'schemaVersion must equal 2');
assert(isRecord(value.repository), 'repository must be an object');
const repositoryId = requireRepo(value.repository.id, 'repository.id');
const repositoryRevision = value.repository.revision === null
? null
: requireRevision(value.repository.revision, 'repository.revision');
assert(Array.isArray(value.models), 'models must be an array');
const models = value.models.map(parseModel);
assert(models.length === MODEL_IDS.size, 'models must contain exactly the four Bonsai tiers');
assert(new Set(models.map((model) => model.id)).size === models.length, 'models contains duplicate ids');
assert(models.every((model) => MODEL_IDS.has(model.id)), 'models contains an unsupported id');
return {
schemaVersion: 2,
repository: {
id: repositoryId,
revision: repositoryRevision,
},
models,
};
}
export async function loadModelManifestV2(url: string, signal?: AbortSignal): Promise<ModelManifestV2> {
const response = await fetch(url, {
...(signal ? { signal } : {}),
headers: { Accept: 'application/json' },
});
if (!response.ok) {
throw new Error(`Failed to load model manifest: HTTP ${response.status}`);
}
return parseModelManifestV2(await response.json());
}
function encodeRepositoryPath(path: string): string {
return path.split('/').map((part) => encodeURIComponent(part)).join('/');
}
export function orderedShardUrls(manifest: ModelManifestV2, model: ManifestModelV2): string[] {
assert(
manifest.repository.revision !== null,
'repository.revision is required before model shards can be loaded',
);
return model.files.map((file) => {
const derived = `https://huggingface.co/${manifest.repository.id}/resolve/${manifest.repository.revision}/${encodeRepositoryPath(file.path)}`;
if (file.url) {
const explicit = new URL(file.url);
const expected = new URL(derived);
assert(
explicit.origin === expected.origin && explicit.pathname === expected.pathname,
`${file.path} URL must match the commit-pinned repository revision`,
);
return file.url;
}
return derived;
});
}
export function findManifestModel(manifest: ModelManifestV2, id: ModelTierId): ManifestModelV2 {
const model = manifest.models.find((candidate) => candidate.id === id);
if (!model) {
throw new Error(`Model ${id} is missing from the manifest`);
}
return model;
}
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