# TITAN-4-DESIGN Dataset Factory Configuration (OSS, mixed tasks, multi-prompt UIGEN)
#
# Goal:
# - Generate OSS-friendly sites at scale.
# - Accept anything that builds + renders (NO "winners" / no aesthetic judging).
# - Optionally discard only clearly broken renders via a conservative Gemini vision gate.
# - Run multiple UIGEN prompt variants "at the same time" (same run) to increase diversity.
#
# Usage:
# export GOOGLE_CLOUD_PROJECT=<billed-project>
# ./.venv/bin/titan-factory run --public-only --max-tasks 200 \
# --run-id oss_mixed_multiprompt_200 \
# --config config/config-vertex-oss-mixed-multiprompt-brokengate-200.yaml
#
# Preview screenshots:
# ./.venv/bin/titan-factory gallery --run-id oss_mixed_multiprompt_200
# python -m http.server 3001 --directory out/oss_mixed_multiprompt_200
# # then open: http://localhost:3001/gallery/index.html
models:
planner:
provider: vertex
model: deepseek-ai/deepseek-v3.2-maas
publishable: true
max_tokens: 2000
temperature: 0.7
ui_generators:
- provider: vertex
model: moonshotai/kimi-k2-thinking-maas
publishable: true
variants: 2
max_tokens: 65000
temperature: 0.8
- provider: vertex
model: minimaxai/minimax-m2-maas
publishable: true
variants: 2
max_tokens: 65000
temperature: 0.8
# Build-error fixer. Keep rounds small; we only care about "not broken".
patcher:
provider: vertex
model: deepseek-ai/deepseek-v3.2-maas
publishable: true
max_tokens: 16000
temperature: 0.2
# Vision gate model (used only to discard clearly broken renders).
# If you want ZERO vision involvement, set broken_vision_gate_enabled=false below.
vision_judge:
provider: gemini
model: gemini-3-flash-preview
publishable: false
max_tokens: 800
temperature: 0.0
pipeline:
# Accept-all mode (no scoring/winners)
skip_judge: true
generate_edit_tasks: false
# Mix prompt styles for planner input (local-business + SaaS/ecom/docs/app shells + OS demos).
task_prompt_pack: mixed
# Run ALL UIGEN prompt variants in the same run.
# NOTE: More prompts => more candidates => higher cost.
# For max throughput, keep only the "stacked" variant.
uigen_prompt_variants:
- id: builtin_ui_spec
source: builtin
input_mode: ui_spec
- id: titan_page_brief
source: file
path: prompts/titan_ui_system_long.txt
input_mode: page_brief
- id: stacked_all
input_mode: both
parts:
- source: builtin
- source: file
path: prompts/titan_ui_system_long.txt
- source: inline
text: |
GLOBAL OVERRIDES (APPLY EVEN IF OTHER PROMPTS CONFLICT):
- No emojis in any text. If an icon is needed, use simple inline SVG (keep icons minimal).
- Output must be STRICT: <think>...</think> followed by ONE valid JSON object.
# Discard only clearly broken renders (optional).
broken_vision_gate_enabled: true
broken_vision_gate_min_confidence: 0.85
# Build-fix rounds
max_fix_rounds: 1
polish_loop_enabled: false
vision_score_threshold: 0.0
# Landing-heavy runs (200 tasks total: 100 niches * 2)
page_type_filter: ["landing"]
tasks_per_niche: 2
total_niches: 100
shuffle_tasks: true
task_shuffle_seed: 1337
model_timeout_ms: 120000
build_timeout_ms: 240000
render_timeout_ms: 90000
budget:
task_concurrency: 5
concurrency_vertex: 20
concurrency_openrouter: 10
concurrency_gemini: 5
concurrency_build: 4
concurrency_render: 1
requests_per_min_vertex: 60
requests_per_min_openrouter: 100
max_total_tasks: null
stop_after_usd: null
export:
holdout_niches: 0
validation_split: 0.0
holdout_niche_ids: []
gcs:
bucket: null
prefix: titan-factory-outputs
upload_interval_tasks: 50
vertex:
endpoint_template: "https://{region}-aiplatform.googleapis.com/v1/projects/{project}/locations/{region}/endpoints/openapi/chat/completions"
openrouter:
base_url: "https://openrouter.ai/api/v1/chat/completions"
