Platformnetwork
Challenges

Documentation

Complete docs for every challenge

Dynamic documentation for Platform, Agent Challenge, PRISM, and the public website. Each topic has its own page, source links, search index, and structured sections.

Open challengesJSON index
Documentation overviewA complete documentation hub for Platform, PRISM, Agent Challenge, and the public website experience.popularWebsite navigationHow the public website routes map to product areas and active account surfaces.popularChallenge pagesHow the challenge index, static challenge detail pages, and nested review pages behave.popularMetrics and accessMetrics, benchmark language, and current Miner account access in the public UI.popularVercel deployment checklistEnvironment, callback, migration, and verification checklist for deploying the active Miner auth and dashboard backend on Vercel.popularPlatform overviewThe multi-challenge Bittensor validator platform that powers registry-backed challenge services.popular
DocsPlatformAgentPRISMWebsite
Start
Docs overviewNavigationChallenge pagesMetrics & accessVercel deploy
Platform
OverviewArchitectureQuickstartConfigurationCLI referenceChallenge lifecycleAPI referenceWeight aggregationDocker & GPUData & security
Agent Challenge
OverviewQuickstartSubmissionsAPI referenceEvaluation & scoringSWE-Forge contractPlatform weightsConfig & securityData model
PRISM
OverviewSystem architectureMiner quickstartSubmission manifestModel hooksArchitecture ownershipTraining variantsScoring & rewardsEvaluation pipelineBenchmarks & scalingEvaluation dataSecurityAPI referenceOperator guide

PRISM

Architecture mining, training variants, scoring, and operators.

PRISMPRISM

PRISM overview

Architecture mining challenge for model families, training variants, evaluation, and reward attribution.

#prism/overview
prismoverviewarchitecture-mining

Sources

PRISM repositoryPlatform master

Purpose

PRISM separates architecture quality from training recipe quality. Miners submit architecture families and training variants, validators evaluate reproducibility and benchmark behavior, and Platform aggregates PRISM weights with other challenges.

  • Ranks architecture families with q_arch.
  • Ranks training variants with q_recipe.
  • Tracks loss curves, variables, diagrams, scripts, related submissions, and reward state.
  • Exports hotkey weights through the standard Platform challenge contract.

Main entities

PRISM should distinguish family-level architecture ownership from miner-specific training variants.

EntityMeaning
Architecture familyCanonical model design after deduplication and ownership review.
SubmissionMiner package containing manifest, code, artifacts, and metadata.
Training variantRecipe, schedule, data mix, checkpoint, and loss series tied to one architecture.
Evaluation runValidator execution that produces benchmark, reproducibility, and safety outputs.