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| title: K1RL QUASAR — Volatility 75 | |
| emoji: ⭐ | |
| colorFrom: yellow | |
| colorTo: gray | |
| sdk: docker | |
| pinned: false | |
| license: mit | |
| short_description: 8 quantum AI agents trading Volatility 75 on Deriv 24/7 | |
| # ⚡ K1RL QUASAR — VOLATILITY 75 | |
| ### ⭐ THE GOLD RANGER — Precision · Momentum · Continuous Volatility | |
|      | |
| --- | |
| ## 🧠 What is K1RL QUASAR? | |
| K1RL QUASAR is an **8-agent quantum-enhanced reinforcement learning trading system** that autonomously trades synthetic indices on the Deriv platform — 24 hours a day, 7 days a week, with zero human intervention. | |
| Each agent runs an **Actor-Critic network** enhanced with **Qiskit quantum circuits**, coordinating via **QMIX value decomposition** and a **QuantumVotingSystem** where all 6 trading agents vote on every action before execution. | |
| --- | |
| ## ⭐ Gold Ranger Profile — Volatility 75 | |
| > **The Gold Ranger is the precision momentum trader.** Pretrained on V75_1S weights — the same symbol, the same market structure, the same 75% annualised volatility — but now operating on the standard 1-second tick feed. Agents arrive already calibrated to V75's random-walk character and simply refine their timing to the native cadence. | |
| | Property | Value | | |
| |---|---| | |
| | 🎯 Index | Volatility 75 Index | | |
| | 📡 Deriv Symbol | `R_75` | | |
| | 〰️ Market Type | Continuous random-walk (75% annualised vol) | | |
| | 📈 Tick Cadence | 1 second | | |
| | 🧬 Pretrained From | **V75_1S (voyage v5)** | | |
| | 📦 Voyage | `v10` → saves to `V100/v10/` | | |
| | 🔑 Redis Password | `k1rl_v75_8d2f5a1c9e4b7063` | | |
| | 🔄 Transfer Scale | 1.00× — direct weight transfer (same symbol family) | | |
| --- | |
| ## 🔑 Why V75_1S is the Right Pretrain | |
| Unlike spaces that load from V75 foundation (v1), **V75 loads pretrained weights from V75_1S (v5)** — its closest sibling. | |
| | Factor | V75_1S → V75 | V75 Foundation (v1) → V75 | | |
| |---|---|---| | |
| | Symbol | ✅ Identical (`R_75` / `1HZ75V`) | ✅ Same symbol | | |
| | Market structure | ✅ Same random-walk character | ✅ Same | | |
| | Training maturity | ✅ Fully trained (v5 voyage) | ⚠️ Older baseline | | |
| | Weight transfer scale | ✅ 1.00× (no freq. correction) | ⚠️ May require re-adaptation | | |
| | Expected convergence | **Fast** — same market, more evolved weights | Moderate | | |
| The agents arrive already understanding V75's volatility rhythm. Fine-tuning on the standard tick feed is the only remaining step. | |
| --- | |
| ## 🏗️ Architecture | |
| ``` | |
| ┌──────────────────────────────────────────────────────────┐ | |
| │ K1RL QUASAR — VOLATILITY 75 │ | |
| ├──────────────┬──────────────┬────────────────────────────┤ | |
| │ Features.py │ Rewards.py │ quasar_main4.py │ | |
| │ V75 │ V75 │ 8 Actor-Critic │ | |
| │ Tick Data │ Reward Sig │ QMIX + Voting │ | |
| ├──────────────┴──────────────┴────────────────────────────┤ | |
| │ Redis (V75: namespace) │ | |
| ├──────────────────────────────────────────────────────────┤ | |
| │ HuggingFace Spaces — CPU Basic │ | |
| └──────────────────────────────────────────────────────────┘ | |
| Checkpoint Loading: | |
| Startup → scan V100/v10/ → found? → YES → Resume training | |
| → NO → Load V100/v5/ (V75_1S) | |
| → Reset steps to 0 | |
| → Begin V75 fine-tune | |
| ``` | |
| --- | |
| ## 🗺️ Fleet Voyage Map | |
| | Voyage | Space | Symbol | Pretrain | Theme | | |
| |---|---|---|---|---| | |
| | v1 | K1RL-Quasar-Volatility-75 | R_75 | 🏛️ Foundation | ⬛ Black | | |
| | v2 | K1RL-Quasar-Crash-500 | CRASH500 | v1 | 🔵 Blue | | |
| | v3 | K1RL-Quasar-Volatility-50-1s | 1HZ50V | v1 | 💚 Green | | |
| | v4 | K1RL-Quasar-Volatility-100-1s | 1HZ100V | v1 | 🔴 Red | | |
| | v5 | K1RL-Quasar-Volatility-75-1s | 1HZ75V | v1 | 💛 Yellow | | |
| | v6 | K1RL-Quasar-Crash-1000 | CRASH1000 | v2 | 🌸 Pink | | |
| | v7 | K1RL-Quasar-Volatility-25 | R_25 | v1 | — | | |
| | v8 | K1RL-Quasar-Volatility-30-1s | 1HZ30V | v1 | — | | |
| | v9 | K1RL-Quasar-STPRNG200 | STPRNG200 | v1 | — | | |
| | **v10** | **K1RL-Quasar-Volatility-75** | **R_75** | **v5 (V75_1S)** | **⭐ Gold** | | |
| --- | |
| ## 📊 Checkpoints | |
| - **Dataset**: [KarlQuant/k1rl-checkpoints](https://huggingface.co/datasets/KarlQuant/k1rl-checkpoints) | |
| - **Path**: `V100/v10/` | |
| - **Strategy**: Resume from v10 → fallback warm-start from **v5 (V75_1S)** → cold start if v5 empty | |
| --- | |
| *Built with PyTorch · Qiskit · Redis · HuggingFace Spaces* | |
| **K1RL QUASAR Fleet** — *Autonomous Quantum Trading* ⭐ |