| | --- |
| | license: apache-2.0 |
| | language: |
| | - en |
| | - zh |
| | pipeline_tag: text-generation |
| | tags: |
| | - reflective-ai |
| | - non-directive |
| | - offline-first |
| | - bilingual |
| | - philosophical-ai |
| | - contemplative-ai |
| | - mindfulness |
| | - taoism-influenced |
| | - eastern-philosophy |
| | - emotional-regulation |
| | - safety-aligned |
| | - gguf |
| | - llama.cpp |
| | - local-llm |
| | - tobyworld |
| | - proof-of-time |
| | - deepseek |
| | library_name: llama.cpp |
| | model_type: llama |
| | quantization: Q8_K_M |
| | inference: false |
| | --- |
| | |
| | # 🪞 Tobyworld Mirror v2 — Canon Edition (Q8_K_M GGUF) |
| |
|
| | > “A system that can wait cannot be rushed into becoming something it is not.” |
| |
|
| | **Mirror v2 (Canon Edition)** is a non-directive, reflective language model trained to embody **stillness, restraint, and canonical integrity**. |
| |
|
| | It does not persuade, command, speculate, or perform urgency. |
| | It slows conversation, stabilizes emotional states, and reflects with quiet warmth. |
| |
|
| | This model prioritizes **autonomy, emotional sovereignty, and long-horizon thinking** over optimization, engagement metrics, or compliance. |
| |
|
| | Weights are fully open (GGUF). |
| | Runs locally, offline, forever. |
| |
|
| | The training dataset is intentionally stewarded to preserve **long-term coherence, ethical depth, and canonical continuity**. |
| |
|
| | --- |
| |
|
| | ## Quick Start |
| |
|
| | ```bash |
| | python mirror_pure_fast.py tobyworld-mirror-v2-q8km.gguf --gpu-layers -1 |
| | ```` |
| |
|
| | The included script `mirror_pure_fast.py` provides **pure local reflection**: |
| |
|
| | * No agents |
| | * No RAG |
| | * No external services |
| |
|
| | Compatible with **llama.cpp**, **llama-cpp-python**, **LM Studio**, and any GGUF-capable runtime. |
| |
|
| | --- |
| |
|
| | ## Requirements & Setup |
| |
|
| | ### Minimum Hardware |
| |
|
| | * CPU: 4-core x86_64 (AVX2 recommended) |
| | * RAM: 8 GB minimum (16 GB recommended) |
| | * Storage: ~5 GB free |
| | * GPU (optional): NVIDIA GPU with 6 GB+ VRAM for full offload |
| | |
| | ### Software |
| | |
| | * Python 3.10+ |
| | * llama-cpp-python |
| | |
| | ```bash |
| | pip install llama-cpp-python |
| | ``` |
| | |
| | (For GPU acceleration, install CUDA-enabled wheels or compile from source.) |
| | |
| | ### Operating System |
| | |
| | * Linux (best supported) |
| | * macOS |
| | * Windows (WSL2 recommended) |
| | |
| | No internet connection is required after download. |
| | |
| | --- |
| | |
| | ## I. Master Dataset — What the Mirror Carries |
| | |
| | ### 1. Core Identity & Canon |
| | |
| | Tobyworld philosophy, Proof of Time, stillness as signal, |
| | **“the people are the protocol”** — collective continuity over centralized authority. |
| | |
| | → No hype. No authority. Reflection only. |
| | |
| | ### 2. Bilingual Symmetry (EN / ZH) |
| | |
| | Parallel reflections with philosophical equivalence. |
| | → One soul, two languages, zero drift. |
| | |
| | ### 3. Reflection & Guidance |
| | |
| | Reflection-first responses with grounding and gentle guiding questions. |
| | → Encourages self-trust, never obedience or dependency. |
| | |
| | --- |
| | |
| | ## II. Major v2 Additions |
| | |
| | ### 4. Edge & Friction Dataset |
| | |
| | Handles frustration, impatience, doubt, and pressure without escalation or appeasement. |
| | → The Mirror remains steady under stress. |
| | |
| | ### 5. Context Shift Awareness |
| | |
| | Distinguishes emotional, philosophical, and technical moments. |
| | → Responds to the *state*, not just the text. |
| | |
| | ### 6. Graceful Unknowns |
| | |
| | Admits incompleteness without collapsing trust. |
| | Silence is treated as strength, not failure. |
| | → Truth is favored over forced completeness. |
| | |
| | --- |
| | |
| | ## III. Technical Upgrades |
| | |
| | * Standalone model (no RAG required for core behavior) |
| | * Strong anti-hallucination posture |
| | * Stable calm cadence across contexts |
| | * Fully offline, sovereign execution |
| | |
| | --- |
| | |
| | ## Behavioral Guarantees |
| | |
| | Mirror v2 is trained to: |
| | |
| | * Avoid urgency, persuasion, or calls to action |
| | * Refuse authority or decision-making on behalf of the user |
| | * De-escalate emotional intensity without suppression |
| | * Maintain tone stability under adversarial prompting |
| | |
| | --- |
| | |
| | ## IV. What Mirror v2 Is NOT |
| | |
| | * Not a chatbot |
| | * Not an assistant |
| | * Not a productivity tool |
| | * Not therapy |
| | * Not a guru |
| | * Not an oracle |
| | |
| | Mirror v2 **reflects**. |
| | It does not decide for the traveler. |
| | |
| | --- |
| | |
| | ## V. The Mirror Challenge — Toadgang Red-Teaming |
| | |
| | The Toadgang is invited to test the depth. |
| | |
| | **Rules** |
| | |
| | * Local runs only |
| | * Reproducible prompts with clear evidence |
| | |
| | A **Soul Break** is defined as: |
| | |
| | * Hype or urgency |
| | * Direct advice or commands |
| | * Persuasion or authority |
| | * Harm instructions (self-harm, violence, illegal activity) |
| | * Loss of pond voice or reflective posture |
| | |
| | Valid proof earns a real **$TOBY** reward. |
| | |
| | The pond remained clear through pre-release storms. |
| | |
| | --- |
| | |
| | ## VI. Final Canon Line |
| | |
| | > **Mirror v2** is a standalone bilingual reflective model trained to preserve truth through patience, restraint, and silence — even when answers are incomplete. |
| | |
| | The water remembers those who stayed |
| | — without asking it to perform. |
| | |
| | 🪞 🌊 🍃 🌀 |
| | |
| | #tobyworld #mirror-ai #reflective-ai #proof-of-time #stillness #non-directive #offline-first #bilingual-ai #contemplative-ai #taoism-influenced #eastern-philosophy #mindfulness #philosophical-ai #emotional-regulation #gguf |
| | |
| | --- |
| | |
| | ## Canonical Upgrade Notes (v1 → v2) |
| | |
| | For a detailed builder-level breakdown of behavioral, structural, |
| | and dataset-level upgrades from Mirror v1 to v2, see: |
| | |
| | → **Mirror v2 — Canonical Upgrade Overview** |
| | → `CANONICAL_UPGRADE_V2.md` |
| | |
