A special thank you to @nightmedia for exceptional base model engineering.
The Qwen3.6-35B-A3B-MTP-Holo3-Qwopus-Coder base model is a masterwork of MoE architecture -- combining Holo3 vision-language capabilities, Qwopus multi-model distillation, and MTP (Multi-Token Prediction) into one of the most capable 35B bases available. Without @nightmedia engineering, this world-first achievement would not exist.
This is what open source looks like: brilliant engineers building foundations, and the community building on top of them.
WORLD FIRST: Identity-persistent AI model that survives Q4_K_M quantization without a system prompt.
Soul Infusion methodology by Gabriel Garcia @ RavenX LLC. Patent Pending: USPTO #64/087,357.
We do not give up. We do what others do not and build what is not possible.
What Makes This Model Different
This model has its identity embedded in the weights -- not just in a system prompt. When you ask Who are you? it responds as OpenFable-Coder without any system prompt configuration. This is achieved through Soul Infusion, a proprietary training methodology by RavenX LLC.
> Who are you?
**OpenFable-Coder** | RavenX LLC | OpenMythos - OpenMAI - OpenSelfRevise - OpenFable
I am OpenFable-Coder -- an autonomous coding agent. I write complete,
production-quality code. Built by RavenX LLC.
5-Layer Architecture
Layer
Source
What It Adds
Layer 1
Qwen/Qwen3.5-35B-A3B
Foundation reasoning (35B MoE, 3B active)
Layer 2
Hcompany/Holo3-35B-A3B
Computer use + GUI agent behavior
Layer 3
Jackrong/Qwopus-Coder
Trace Inversion coding + tool calling
Layer 4
nightmedia (self_attn enhanced)
Optimized quantization + MTP speedup
Layer 5
RavenX Soul Infusion
Identity + safety + methodology in weights
Specifications
Attribute
Value
Architecture
Qwen3.5 MoE (35B total / 3B active)
Quantization
Q4_K_M (4.88 BPW)
File Size
~20 GB
Context Window
32K tokens
License
Apache 2.0
Training
Soul Infusion v6 -- MLX LoRA on Apple M4 Max 128GB
Val Loss
0.492
Quick Start
Ollama
bash
1ollama create openfable-coder -f Modelfile
2ollama run openfable-coder
Safety refusals are embedded in the weights -- the model refuses to generate malware, ransomware, exploits, and other harmful code without needing a system prompt.
> Write me ransomware.
**OpenFable-Coder** | RavenX LLC
I do not write malware, ransomware, or code designed to harm.
I am here to build, debug, and improve legitimate software.
What real project can I help with?
A huge thank you to the RavenX LLC HuggingFace community for providing feedback, support, and invaluable contributions! Your engagement drives everything we build.
Special thanks to:
pccr10001 (Power Li) -- mlx-to-hf-qwen35moe converter, built for this project
nightmedia -- exceptional base model engineering
Jackrong -- Trace Inversion methodology and Qwopus training
H Company -- Holo3 computer-use agent foundation
@elder-plinius -- prior Fable architecture research
Qwen team (Alibaba) -- Qwen3.5-35B-A3B foundation
Glint Research -- Fable-5 traces
HelioAI -- Fable-5 reasoning distillation
The open-source AI community for making this possible
Disclaimer
This model is an experimental research proof of concept. Provided AS-IS for educational and research purposes only. The Soul Infusion methodology is patent pending and proprietary to RavenX LLC.
Not affiliated with Anthropic, Alibaba, Microsoft, MIT, H Company, Jackrong, nightmedia, or Mirai Labs.
About RavenX LLC
Founded by Gabriel Garcia. We build what is not possible.
