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README: correct model refs + de-dupe

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@@ -36,8 +36,6 @@ you take *together*. Code rolls the dice; the little models supply the soul.
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  - **Sponsor prizes:** **OpenBMB / Best MiniCPM** (MiniCPM5-1B is our Keeper) · **Modal / Best Use** (4 services + a cost-guardian).
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  - **Bonus badges:** **Best Agent** (a coordinated multi-agent fleet) · **Off Brand** (custom dream-deck UI + live generated visuals) · **Best Demo**.
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- ---
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-
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  ## ✨ What makes it different
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  1. **A fleet, not a chatbot.** Four agents — 🌌 Dreamweaver, 👁 Nightmare, 🐯 Hobbes, 🗺 Keeper — each a small model with one job, coordinated per turn.
@@ -47,18 +45,79 @@ you take *together*. Code rolls the dice; the little models supply the soul.
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  5. **Engineered for real Modal deployment.** Multi-backend (vLLM + llama.cpp + FLUX) plus a **cloud cost-guardian** we built after a runaway GPU lesson — scale-to-zero, hard container caps, and a lease-based dead-man's-switch.
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  6. **Deterministic & shareable.** Same dream seed replays the same dice *and* the same images → *"beat my run, seed `abc123`."*
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  ## 🎮 How it plays
 
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  1. Pick a world (Candy Desert, Sunken City, Rain Street, Red Planet, Thousand Token Wood) and a seed.
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  2. Take a **gambit** — 🟢 safe / 🟡 bold / 🔴 reckless — or type your own intent (a bold gamble).
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  3. The **Dreamweaver** narrates the outcome the dice already decided; the **Nightmare** presses when menace climbs; **Hobbes** reacts in his current mood and offers the next three gambits; the **Keeper** updates world-state.
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  4. Survive on **LUCIDITY**, climb **PROGRESS** to 100 to wake with the prize — and watch **COURAGE** turn Hobbes brave. Win or lose, the run freezes into a shareable Dream Journal.
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  ## 🤖 The fleet
 
 
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  | Agent | Role | Backend (≤32B each) | Job |
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  |---|---|---|---|
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- | 🌌 Dreamweaver | specialist | Modal vLLM · Qwen3.5-27B-FP8 | narrate the pre-decided outcome |
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- | 👁 Nightmare | specialist | Modal vLLM · Qwen3.5-27B-FP8 | press the dread when menace is high |
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- | 🐯 Hobbes | specialist | Modal vLLM · Qwen3.5-27B-FP8 | companion; voice keyed to COURAGE; offer gambits |
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  | 🗺 Keeper | router | Modal llama.cpp · **MiniCPM5-1B** | structured world-state (location, items, memory) |
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  | 🎨 dream image | vision | Modal · FLUX.1-schnell | paint each beat, in parallel under the narration |
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  - **Sponsor prizes:** **OpenBMB / Best MiniCPM** (MiniCPM5-1B is our Keeper) · **Modal / Best Use** (4 services + a cost-guardian).
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  - **Bonus badges:** **Best Agent** (a coordinated multi-agent fleet) · **Off Brand** (custom dream-deck UI + live generated visuals) · **Best Demo**.
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  ## ✨ What makes it different
40
 
41
  1. **A fleet, not a chatbot.** Four agents — 🌌 Dreamweaver, 👁 Nightmare, 🐯 Hobbes, 🗺 Keeper — each a small model with one job, coordinated per turn.
 
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  5. **Engineered for real Modal deployment.** Multi-backend (vLLM + llama.cpp + FLUX) plus a **cloud cost-guardian** we built after a runaway GPU lesson — scale-to-zero, hard container caps, and a lease-based dead-man's-switch.
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  6. **Deterministic & shareable.** Same dream seed replays the same dice *and* the same images → *"beat my run, seed `abc123`."*
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+ ---
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+
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+ ## 🧠 The Fleet Architecture
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+
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+ DAYDREAM uses a **Distributed Fleet Architecture** to achieve coherence on models as small as 1B parameters.
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+
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+ ### Agent Topology
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+ ```mermaid
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+ graph TD
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+ subgraph "The Orchestrator (Python)"
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+ RES[Seeded Resolver]
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+ WS[(WorldState)]
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+ end
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+
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+ subgraph "The Fleet (Small Models ≤ 32B)"
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+ DW[[🌌 Dreamweaver<br/>Qwen3-30B-A3B MoE]]
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+ NM[[👁 Nightmare<br/>Qwen3-30B-A3B MoE]]
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+ HB[[🐯 Hobbes<br/>Qwen3-30B-A3B MoE]]
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+ KP[[🗺 Keeper<br/>MiniCPM-1B]]
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+ end
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+
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+ RES -->|Verdict| DW
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+ WS -->|Context Slice| DW
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+ WS -->|Context Slice| HB
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+ DW -->|Scene Context| NM
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+ DW -->|Scene Context| KP
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+ KP -->|State Patch| WS
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+ DW -.-> IMG[🎨 FLUX Vision]
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+
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+ style DW fill:#1b1640,stroke:#7c5cff,color:#fff
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+ style KP fill:#241a4d,stroke:#9d7bff,color:#fff
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+ style RES fill:#0b0a1c,stroke:#ff5c5c,color:#fff
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+ ```
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+
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+ ### Turn Orchestration (Parallel Execution)
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+ ```mermaid
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+ sequenceDiagram
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+ participant P as Player
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+ participant C as Code (Resolver)
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+ participant D as Dreamweaver (30B-A3B MoE)
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+ participant K as Keeper (1B)
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+ participant V as Vision (FLUX)
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+
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+ P->>C: Picks "Reckless" Gambit
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+ C->>C: Roll Dice (Seeded)
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+ C->>D: Handoff Verdict + State
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+ par Streaming Narration
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+ D-->>P: Streams prose...
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+ and Parallel Update
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+ C->>K: Patch World State
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+ C->>V: Generate Image
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+ end
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+ K-->>C: Update Inventory/Location
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+ V-->>P: Display Image (Lands with Prose)
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+ ```
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+
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+ ---
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+
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  ## 🎮 How it plays
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+
108
  1. Pick a world (Candy Desert, Sunken City, Rain Street, Red Planet, Thousand Token Wood) and a seed.
109
  2. Take a **gambit** — 🟢 safe / 🟡 bold / 🔴 reckless — or type your own intent (a bold gamble).
110
  3. The **Dreamweaver** narrates the outcome the dice already decided; the **Nightmare** presses when menace climbs; **Hobbes** reacts in his current mood and offers the next three gambits; the **Keeper** updates world-state.
111
  4. Survive on **LUCIDITY**, climb **PROGRESS** to 100 to wake with the prize — and watch **COURAGE** turn Hobbes brave. Win or lose, the run freezes into a shareable Dream Journal.
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  ## 🤖 The fleet
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+ *Full design + diagrams: **[docs/ARCHITECTURE.md](docs/ARCHITECTURE.md)**.*
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+
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  | Agent | Role | Backend (≤32B each) | Job |
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  |---|---|---|---|
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+ | 🌌 Dreamweaver | specialist | Modal vLLM · Qwen3-30B-A3B (MoE, 3B active) | narrate the pre-decided outcome |
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+ | 👁 Nightmare | specialist | Modal vLLM · Qwen3-30B-A3B (MoE, 3B active) | press the dread when menace is high |
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+ | 🐯 Hobbes | specialist | Modal vLLM · Qwen3-30B-A3B (MoE, 3B active) | companion; voice keyed to COURAGE; offer gambits |
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  | 🗺 Keeper | router | Modal llama.cpp · **MiniCPM5-1B** | structured world-state (location, items, memory) |
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  | 🎨 dream image | vision | Modal · FLUX.1-schnell | paint each beat, in parallel under the narration |
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