Spaces:
Running on CPU Upgrade
Running on CPU Upgrade
| import { humanize } from "./lib"; | |
| export const REASONING_OPTIONS = [ | |
| ["off", "None"], | |
| ["minimal", "Minimal"], | |
| ["low", "Low"], | |
| ["medium", "Medium"], | |
| ["high", "High"], | |
| ["xhigh", "Extra high"], | |
| ] as const; | |
| export type ReasoningOption = (typeof REASONING_OPTIONS)[number][0]; | |
| export type DeploymentKind = "providers" | "endpoints"; | |
| export type LaunchSelection = { | |
| model: string; | |
| harnessAgent: string; | |
| reasoning: ReasoningOption; | |
| deploymentKind: DeploymentKind; | |
| }; | |
| type ApprovedProfile = { | |
| alias: string; | |
| spec: Record<string, unknown>; | |
| }; | |
| export function approvedAlias( | |
| selected: string, | |
| available: readonly string[], | |
| kind = "profile", | |
| ): string { | |
| if (!available.includes(selected)) | |
| throw new Error(`approved ${kind} ${selected || "selection"} is missing`); | |
| return selected; | |
| } | |
| export function doubleReservationMicrousd(estimatedMicrousd: number): number { | |
| return estimatedMicrousd * 2; | |
| } | |
| export function counted(count: number, noun: string): string { | |
| return `${count} ${noun}${count === 1 ? "" : "s"}`; | |
| } | |
| export function deploymentKind( | |
| spec: Record<string, unknown>, | |
| ): DeploymentKind | "other" { | |
| if (typeof spec.inference_provider === "string" && spec.inference_provider.length > 0) | |
| return "providers"; | |
| const template = spec.trial_job_template; | |
| if (!template || typeof template !== "object") return "other"; | |
| const upstream = (template as Record<string, unknown>).inference_upstream; | |
| if (typeof upstream !== "string" || upstream.length === 0) return "other"; | |
| if (upstream.includes("router.huggingface.co")) return "providers"; | |
| if (upstream === "<redacted>") return "other"; | |
| return "endpoints"; | |
| } | |
| export function harnessAgent(spec: Record<string, unknown>): string { | |
| const agent = spec.agent; | |
| if (typeof agent !== "string" || agent.length === 0) | |
| throw new Error("harness profile is missing agent"); | |
| return agent; | |
| } | |
| export function harnessReasoning(spec: Record<string, unknown>): ReasoningOption { | |
| const value = spec.reasoning_effort; | |
| return REASONING_OPTIONS.some(([option]) => option === value) | |
| ? (value as ReasoningOption) | |
| : "off"; | |
| } | |
| export function profileLabel( | |
| kind: string, | |
| alias: string, | |
| spec: Record<string, unknown>, | |
| ): string { | |
| if (kind === "benchmark") { | |
| const benchmark = typeof spec.benchmark === "string" ? spec.benchmark : alias; | |
| const sources = Array.isArray(spec.source_task_ids) | |
| ? new Set(spec.source_task_ids).size | |
| : 0; | |
| const tasks = | |
| sources > 0 ? sources : Array.isArray(spec.task_ids) ? spec.task_ids.length : 0; | |
| const trials = Array.isArray(spec.trial_indices) | |
| ? new Set(spec.trial_indices).size | |
| : 0; | |
| const name = | |
| benchmark === "terminal-bench-2-1" ? "Terminal-Bench 2.1" : humanize(benchmark); | |
| if (tasks === 0) return name; | |
| if (trials > 1) | |
| return `${name} · ${counted(tasks, "task")} with ${counted(trials, "trial")} each`; | |
| return `${name} · ${counted(tasks, "task")}`; | |
| } | |
| if (kind === "model") | |
| return typeof spec.model_id === "string" ? spec.model_id : alias; | |
| if (kind === "harness") { | |
| const agent = typeof spec.agent === "string" ? spec.agent : alias; | |
| if (agent === "dsh" || agent.startsWith("dsh-") || alias.startsWith("dsh")) | |
| return "DeepSeek Harness"; | |
| if (agent === "opencode") return "OpenCode"; | |
| if (agent === "fx") return "FX"; | |
| if (agent === "pi") return "Pi"; | |
| if (agent === "control-smoke") return "Control smoke"; | |
| return humanize(agent); | |
| } | |
| return alias; | |
| } | |
| /** Operator-facing harness name. Profile aliases such as `dsh` stay as data. */ | |
| export function labeledHarness(value: string | null | undefined): string { | |
| if (!value) return "—"; | |
| return profileLabel("harness", value, { agent: value }); | |
| } | |
| export function selectHarnessAlias( | |
| harnesses: ReadonlyArray<{ alias: string; spec: Record<string, unknown> }>, | |
| agent: string, | |
| reasoning: string, | |
| ): string { | |
| const match = harnesses.find( | |
| (item) => | |
| harnessAgent(item.spec) === agent && harnessReasoning(item.spec) === reasoning, | |
| ); | |
| if (!match) | |
| throw new Error( | |
| `no approved ${agent} harness with reasoning ${reasoning} is available`, | |
| ); | |
| return match.alias; | |
| } | |
| export function selectDeploymentAlias( | |
| deployments: ReadonlyArray<ApprovedProfile>, | |
| kind: DeploymentKind, | |
| model: string, | |
| harness: string, | |
| ): string { | |
| const match = deployments.find((item) => { | |
| const models = item.spec.models; | |
| const harnesses = item.spec.harnesses; | |
| return ( | |
| deploymentKind(item.spec) === kind && | |
| Array.isArray(models) && | |
| models.includes(model) && | |
| Array.isArray(harnesses) && | |
| harnesses.includes(harness) | |
| ); | |
| }); | |
| if (!match) | |
| throw new Error( | |
| `no approved ${kind} deployment is available for ${model} and ${harness}`, | |
| ); | |
| return match.alias; | |
| } | |
| export function firstCompatibleLaunchSelection( | |
| models: ReadonlyArray<ApprovedProfile>, | |
| harnesses: ReadonlyArray<ApprovedProfile>, | |
| deployments: ReadonlyArray<ApprovedProfile>, | |
| ): LaunchSelection { | |
| const modelAliases = new Set(models.map((profile) => profile.alias)); | |
| const harnessByAlias = new Map(harnesses.map((profile) => [profile.alias, profile])); | |
| for (const deployment of deployments) { | |
| const kind = deploymentKind(deployment.spec); | |
| if (kind === "other") continue; | |
| const deploymentModels = deployment.spec.models; | |
| const deploymentHarnesses = deployment.spec.harnesses; | |
| if (!Array.isArray(deploymentModels) || !Array.isArray(deploymentHarnesses)) | |
| continue; | |
| for (const model of deploymentModels) { | |
| if (typeof model !== "string" || !modelAliases.has(model)) continue; | |
| for (const harnessAlias of deploymentHarnesses) { | |
| if (typeof harnessAlias !== "string") continue; | |
| const harness = harnessByAlias.get(harnessAlias); | |
| if (!harness) continue; | |
| const agent = harnessAgent(harness.spec); | |
| const reasoning = harnessReasoning(harness.spec); | |
| const selectedHarness = harnesses.find( | |
| (profile) => | |
| harnessAgent(profile.spec) === agent && | |
| harnessReasoning(profile.spec) === reasoning, | |
| ); | |
| if (!selectedHarness || !deploymentHarnesses.includes(selectedHarness.alias)) | |
| continue; | |
| return { | |
| model, | |
| harnessAgent: agent, | |
| reasoning, | |
| deploymentKind: kind, | |
| }; | |
| } | |
| } | |
| } | |
| throw new Error("no compatible approved launch profile combination is available"); | |
| } | |