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
pip install splitbit-llm
Or from source:
git clone https://github.com/incentivesinc/splitbit-llm.git
cd splitbit-llm
pip install -r requirements.txt
Quick Start
python -m splitbit_llm chat
python -m splitbit_llm jarvis
python -m splitbit_llm serve
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.
