Spaces:
Sleeping
Sleeping
File size: 6,483 Bytes
e38a84f 8ad6142 e38a84f 8ad6142 e38a84f | 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 | #!/usr/bin/env node
import path from "node:path";
import { fetchModelData, modelDisplayName, normalizeBaseUrl, probeServedModelId } from "./hf.js";
import { buildAgentArtifacts } from "./agents.js";
import { writeArtifactBundle } from "./fs.js";
import { buildRuntimeArtifacts, inferServedModelId, listSupportedRuntimes, resolveRuntime } from "./runtimes.js";
function usage() {
console.log(`hf-launch
Usage:
hf-launch inspect <org/model[:variant]>
hf-launch scaffold <agent> <org/model[:variant]> [options]
Agents:
pi | openclaw | opencode | codex | claude
Options for scaffold:
--runtime <key> Force a runtime (llama.cpp, vllm, sglang, tgi, mlx-lm, docker-model-runner, responses-gateway, anthropic-gateway)
--base-url <url> Override the runtime base URL
--served-model <id> Override the model id the agent should send to the backend
--probe-model Probe <base-url>/v1/models and use the first returned model id
--out-dir <path> Output directory (default: ./out/<agent>)
--hf-token <token> Hugging Face token for gated/private models
`);
}
function parseArgs(argv) {
const positional = [];
const options = {};
for (let index = 0; index < argv.length; index += 1) {
const token = argv[index];
if (!token.startsWith("--")) {
positional.push(token);
continue;
}
const key = token.slice(2);
const next = argv[index + 1];
if (!next || next.startsWith("--")) {
options[key] = true;
continue;
}
options[key] = next;
index += 1;
}
return { positional, options };
}
function extractFirstCommand(content) {
return (
String(content ?? "")
.split(/\r?\n/)
.map((line) => line.trim())
.find((line) => line && !line.startsWith("#")) ?? null
);
}
function printInspect(modelData, runtimes) {
const lines = [
`model: ${modelDisplayName(modelData)}`,
`pipeline: ${modelData.pipeline_tag ?? "unknown"}`,
`library: ${modelData.library_name ?? "unknown"}`,
`tags: ${(modelData.tags ?? []).join(", ") || "none"}`,
`gguf context: ${modelData.gguf?.context_length ?? "n/a"}`,
`supported runtimes: ${runtimes.join(", ") || "none"}`
];
if (runtimes.includes("llama.cpp")) {
const runtimeArtifacts = buildRuntimeArtifacts(modelData, "llama.cpp");
if (runtimeArtifacts.selectedGgufQuant) {
lines.push(`llama.cpp quant: ${runtimeArtifacts.selectedGgufQuant}`);
}
if (runtimeArtifacts.selectedGgufPath) {
lines.push(`llama.cpp file: ${runtimeArtifacts.selectedGgufPath}`);
}
const serverCommand = extractFirstCommand(runtimeArtifacts.cliCommands[0]?.content);
if (serverCommand) {
lines.push(`llama.cpp server: ${serverCommand}`);
}
}
console.log(lines.join("\n"));
}
async function runInspect(modelRef, options) {
const modelData = await fetchModelData(modelRef, { token: options["hf-token"] ?? process.env.HF_TOKEN });
const runtimes = listSupportedRuntimes(modelData);
printInspect(modelData, runtimes);
}
async function runScaffold(agent, modelRef, options) {
const outDir = path.resolve(options["out-dir"] ?? path.join("out", agent));
const modelData = await fetchModelData(modelRef, { token: options["hf-token"] ?? process.env.HF_TOKEN });
const runtime = resolveRuntime(modelData, options.runtime);
const runtimeArtifacts = buildRuntimeArtifacts(modelData, runtime.key);
let baseUrl = normalizeBaseUrl(options["base-url"] ?? runtime.defaultBaseUrl);
let servedModelId = options["served-model"];
if (!servedModelId && options["probe-model"]) {
if (!baseUrl) {
throw new Error("--probe-model requires a base URL.");
}
servedModelId = await probeServedModelId(baseUrl);
}
servedModelId = servedModelId ?? inferServedModelId(runtime, modelData, null);
const agentArtifacts = buildAgentArtifacts({
agent,
runtime,
baseUrl,
servedModelId,
modelData
});
const warnings = [...runtimeArtifacts.warnings];
if (servedModelId.startsWith("__")) {
warnings.push(
`The served model id is still "${servedModelId}". Start the runtime and rerun with --probe-model (or pass --served-model) before copying the generated config into place.`
);
}
const manifest = {
model: modelData.repoId,
variant: modelData.variant,
agent,
runtime: runtime.key,
apiFormat: runtime.apiFormat,
baseUrl,
servedModelId,
targetFiles: agentArtifacts.files.map((artifact) => ({
name: artifact.name,
targetPath: artifact.targetPath
})),
warnings
};
const cliCommands = [...runtimeArtifacts.cliCommands, ...agentArtifacts.cliCommands];
const artifacts = [
{
name: "runtime.md",
targetPath: "n/a (generated reference)",
content: runtimeArtifacts.notesMarkdown
},
...agentArtifacts.files,
{
name: "manifest.json",
targetPath: "n/a (generated metadata)",
content: `${JSON.stringify(manifest, null, 2)}\n`
}
];
await writeArtifactBundle(outDir, artifacts);
console.log(`wrote ${artifacts.length} files to ${outDir}`);
console.log(`agent: ${agent}`);
console.log(`model: ${modelData.repoId}${modelData.variant ? `:${modelData.variant}` : ""}`);
console.log(`runtime: ${runtime.key}`);
console.log(`api format: ${runtime.apiFormat}`);
console.log(`base url: ${baseUrl ?? "not set"}`);
console.log(`served model id: ${servedModelId}`);
if (cliCommands.length > 0) {
console.log("\ncommands:");
for (const command of cliCommands) {
console.log(`\n# ${command.title}`);
console.log(command.content);
}
}
if (warnings.length > 0) {
console.log("\nwarnings:");
for (const warning of warnings) {
console.log(`- ${warning}`);
}
}
}
async function main() {
const { positional, options } = parseArgs(process.argv.slice(2));
const [command, arg1, arg2] = positional;
if (!command || command === "--help" || command === "-h") {
usage();
return;
}
if (command === "inspect") {
if (!arg1) {
usage();
process.exitCode = 1;
return;
}
await runInspect(arg1, options);
return;
}
if (command === "scaffold") {
if (!arg1 || !arg2) {
usage();
process.exitCode = 1;
return;
}
await runScaffold(arg1, arg2, options);
return;
}
usage();
process.exitCode = 1;
}
main().catch((error) => {
console.error(error.message);
process.exitCode = 1;
});
|