ecu-pilot-q4km / README.md
mach-kernel's picture
Upload README.md with huggingface_hub
ec440de verified
|
Raw
History Blame Contribute Delete
1.57 kB
---
license: apache-2.0
base_model: Qwen/Qwen3.5-35B-A3B-Base
tags:
- gguf
- fine-tuned
- tool-calling
- mcp
- dbt
- q4_k_m
---
# ecu-pilot (GGUF Q4_K_M)
Quantized GGUF of [ecu-pilot-fp16](https://huggingface.co/mach-kernel/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](https://huggingface.co/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
```bash
# 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
```bash
llama-cli -m ecu-pilot-q4_k_m.gguf -ngl 99 -cnv
```
## All variants
| Format | Repository | Size |
|--------|-----------|------|
| FP16 | [mach-kernel/ecu-pilot-fp16](https://huggingface.co/mach-kernel/ecu-pilot-fp16) | ~67 GB |
| GGUF Q4_K_M (this repo) | [mach-kernel/ecu-pilot-q4km](https://huggingface.co/mach-kernel/ecu-pilot-q4km) | ~20 GB |
| GGUF Q8_0 | [mach-kernel/ecu-pilot-q8_0](https://huggingface.co/mach-kernel/ecu-pilot-q8_0) | ~35 GB |
| LoRA adapter | [mach-kernel/ecu-pilot-fp16-lora](https://huggingface.co/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.