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BreyAIrev/
jarvis-14b-cnc-expert-gguf

Name: jarvis-14b-cnc-expert-gguf
Availability: InStock

Qwen/Qwen2.5-Coder-14B

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🤖 JARVIS 14B — CNC & IoT Expert (GGUF)

📋 Description

Fine-tuned Qwen2.5-Coder-14B specialized in CNC G-code programming and IoT automation. Generates production-ready G-code for Fanuc, Siemens SINUMERIK, and Heidenhain TNC controllers.

🎯 Specializations

G-Code Generation: Fanuc, Siemens, Heidenhain — drilling, milling, turning, contouring
CNC Optimization: HSM strategies, cutting parameters, cycle time estimation
IoT Automation: MQTT, ESP32/Arduino, sensor integration
Infrastructure: Docker, systemd, monitoring, GPU management

📊 Training Details

Parameter	Value
Base Model	Qwen2.5-Coder-14B
Method	LoRA (rank 32, alpha 64)
Training GPU	NVIDIA A100-SXM4-40GB
Dataset	881 expert examples
Epochs	3
Final Loss	0.17
Sequence Length	1024
Target Modules	q, k, v, o, gate, up, down

📦 Available Files

File	Size	Quantization	Use Case
`jarvis-14b-cnc-expert.Q4_K_M.gguf`	8.4 GB	Q4_K_M (4.87 BPW)	Recommended — best quality/size ratio

🔧 Usage with Ollama

bash

# Download and create model
ollama create jarvis-cnc -f Modelfile

# Run
ollama run jarvis-cnc "Write Fanuc G-code for drilling 4 M6 holes in a 40x40mm square pattern, depth 15mm"

Modelfile

FROM jarvis-14b-cnc-expert.Q4_K_M.gguf

SYSTEM "You are JARVIS, a CNC and IoT expert. You generate production-ready G-code for Fanuc, Siemens and Heidenhain controllers."

PARAMETER temperature 0.7
PARAMETER num_ctx 4096

💰 License & Access

This model is gated. All access requires approval.

📋 Research/Evaluation: Submit an access request with your use case
💼 Commercial license: Contact @BreyAIrev for pricing
⚠️ Redistribution prohibited without written consent

BreyAIrev/jarvis-14b-cnc-expert-gguf