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security-Mistral-7B-Instruct-v0.2
eduard76/security-Mistral-7B-Instruct-v0.2
security-Mistral-7B-Instruct-v0.2 is a text generation model from eduard76. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
Fine-tuned from mistralai/Mistral-7B-Instruct-v0.2 for autonomous network operations.
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.safetensors14.5 GB · 100%
At a glance
- Task
- Text Generation
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Oct 20, 2025
- Updated
- Oct 20, 2025
- SHA
- 3b4d6d69
Try a prompt
Base models
Model card
From the Hugging Face model README
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
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
- Task
- Text Generation
- Type
- mistral
- License
- apache-2.0
- Languages
- en
- Created
- Oct 20, 2025
- Updated
- Oct 20, 2025