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ecu-pilot-q4km
mach-kernel/ecu-pilot-q4km
ecu-pilot-q4km is a machine learning model from mach-kernel. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Quantized GGUF of ecu-pilot-fp16 — a fine-tuned Qwen3.5-35B-A3B for structured tool calling against project metadata via MCP.
All-time downloads
355
Public
Repo size
42.4 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.gguf21.2 GB · 100%
At a glance
- License
- apache-2.0
- Model type
- qwen3_5_moe
- Access
- Public
- Created
- Apr 2, 2026
- Updated
- Apr 10, 2026
- SHA
- 4a89fe06
Base models
Model card
From the Hugging Face model README
ecu-pilot (GGUF Q4_K_M)
Quantized GGUF of ecu-pilot-fp16 — a fine-tuned Qwen3.5-35B-A3B for structured tool calling against project metadata via MCP.
Quantization
| Source | mach-kernel/ecu-pilot-fp16 |
| Method | Q4_K_M via llama.cpp |
| Size | ~20 GB |
| Architecture | Mixture of Experts (35B total, 3B active per token) |
Usage
Ollama
# Create a Modelfile
echo 'FROM ./ecu-pilot-q4_k_m.gguf
PARAMETER temperature 0.2
PARAMETER num_ctx 8192
PARAMETER stop <|im_end|>' > Modelfile
ollama create ecu-pilot -f Modelfile
ollama run ecu-pilot
llama.cpp
llama-cli -m ecu-pilot-q4_k_m.gguf -ngl 99 -cnv
All variants
| Format | Repository | Size |
|---|---|---|
| FP16 | mach-kernel/ecu-pilot-fp16 | ~67 GB |
| GGUF Q4_K_M (this repo) | mach-kernel/ecu-pilot-q4km | ~20 GB |
| GGUF Q8_0 | mach-kernel/ecu-pilot-q8_0 | ~35 GB |
| LoRA adapter | mach-kernel/ecu-pilot-fp16-lora | ~4 GB |
Why "ecu"
No reason. Just liked how it sounded. Definitely not a Caesar cipher of anything. Don't look into it.
- Type
- qwen3_5_moe
- License
- apache-2.0
- Created
- Apr 2, 2026
- Updated
- Apr 10, 2026