| --- |
| license: mit |
| language: |
| - en |
| library_name: generic |
| tags: |
| - llm |
| - local |
| - numpy |
| - uncensored |
| - multi-agent |
| - skill-creation |
| - conversation-mesh |
| - self-improving |
| - voice-assistant |
| - jarvis |
| - splitbit |
| - 100-local |
| - zero-limitation |
| - always-on |
| - autonomous |
| pipeline_tag: text-generation |
| --- |
| |
| # SplitBit LLM v1.0.0 |
|
|
| A fast, uncensored, 100% local LLM built from scratch with SplitBit sub-byte token encoding, recursive link memory, multi-agent skill creation, conversation mesh, and zero-limitation tool calling. |
|
|
| ## Key Features |
|
|
| - **Pure NumPy** — no PyTorch dependency, runs on any machine with Python 3.10+ |
| - **SplitBit tokens** — sub-byte token encoding with 4-20x memory compression |
| - **100% local** — no API calls, no cloud, no external dependencies |
| - **5 AI agents** — planner, coder, researcher, reviewer, executor |
| - **Conversation mesh** — all agents converse with each other to build skills |
| - **Skill cascade** — building a skill auto-generates related skills |
| - **Always-on daemon** — 24/7 autonomous operation with 100-project mode |
| - **Fast reply cache** — near-instant responses with 3-layer caching |
| - **Zero-limitation tools** — full terminal control, code editing, self-modification |
| - **Mass storage vault** — auto-resizing storage with compression and cleanup |
| - **First-run naming** — "Hi, I am an Incentives Inc. LLM. What would you like to name me?" |
| - **Built-in Jarvis** — voice assistant with wake word, STT, TTS |
| - **Image generation** — 100% local NumPy-based procedural images |
|
|
| ## Installation |
|
|
| ```bash |
| pip install splitbit-llm |
| ``` |
|
|
| Or from source: |
| ```bash |
| git clone https://github.com/incentivesinc/splitbit-llm.git |
| cd splitbit-llm |
| pip install -r requirements.txt |
| ``` |
|
|
| ## Quick Start |
|
|
| ```bash |
| # First run — it asks you to name it |
| python -m splitbit_llm chat |
| |
| # Jarvis voice assistant |
| python -m splitbit_llm jarvis |
| |
| # Start web server with REST API |
| python -m splitbit_llm serve |
| |
| # 24/7 autonomous daemon mode |
| python -m splitbit_llm daemon |
| ``` |
|
|
| ## Hardware Tiers |
|
|
| Auto-detects your hardware and adjusts model size: |
|
|
| | Tier | RAM | Model | Quantization | |
| |------|-----|-------|-------------| |
| | Mobile | <2GB | 2L/4H/d128 | Ternary (1.6bpw) | |
| | Minimal | <4GB | 3L/4H/d256 | Q2_K (2bpw) | |
| | Light | <8GB | 4L/8H/d384 | Q3_K (3bpw) | |
| | Standard | <16GB | 6L/8H/d512 | Q4_K (4bpw) | |
| | Full | <32GB | 8L/16H/d768 | Q5_K (5bpw) | |
| | Maximum | <64GB | 12L/16H/d1024 | Q8_0 (8bpw) | |
| |
| ## Architecture |
| |
| - **Model**: Custom transformer with SplitBit token encoding (pure NumPy) |
| - **Memory**: SQLite-backed episodic + semantic memory with recursive links |
| - **Agents**: 5 specialized AI agents with autonomous conversation mesh |
| - **Skills**: Auto-extracted from conversations, pooled by category, cascaded |
| - **Tools**: 9 zero-limitation tools including terminal control and self-modification |
| - **Storage**: Auto-resizing mass storage vault with compression tiers |
| - **Server**: FastAPI REST API with 20+ endpoints |
| |
| ## License |
| |
| MIT License — Copyright (c) 2026 Incentives Inc. |
| |
| ## Author |
| |
| Built by Incentives Inc. |
| |
