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security-Mistral-7B-Instruct-v0.2 – AI Model by eduard76 | AlphaNeural AI

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eduard76/
security-Mistral-7B-Instruct-v0.2

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network-engineering

network-automation

text-generation

mistralai/Mistral-7B-Instruct-v0.2

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Security - Fine-Tuned Network Agent

Fine-tuned from mistralai/Mistral-7B-Instruct-v0.2 for autonomous network operations.

Model Details

Agent Type: security
Base Model: mistralai/Mistral-7B-Instruct-v0.2
Method: LoRA fine-tuning (merged into base weights)
Format: safetensors
Use Case: Network incident analysis and troubleshooting

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("eduard76/security-Mistral-7B-Instruct-v0.2")
tokenizer = AutoTokenizer.from_pretrained("eduard76/security-Mistral-7B-Instruct-v0.2")

prompt = "Analyze OSPF neighbor flapping issue"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=512)
print(tokenizer.decode(outputs[0]))

Training

Method: LoRA (rank 16-64)
Dataset: Network operations scenarios
Target: Cisco network operations

License

Apache 2.0