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eddy624
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Model Details
Model Provider
eddy624
Model Tree
unsloth/Phi-3-mini-4k-instruct-bnb-4bit
Input Modalities
Output Modalities
Supported Functionality
Feed the model a raw CVE description, CVSS score, and vendor, and it will generate a comprehensive report including:
Phi-3-mini-4k-instruct (3.8B parameters)python
from transformers import AutoModelForCausalLM, AutoTokenizerimport torch model_id = "vanshkamra12/CyberSecurity-Model" tokenizer = AutoTokenizer.from_pretrained(model_id)model = AutoModelForCausalLM.from_pretrained( model_id, torch_dtype=torch.float16, device_map="auto") prompt = """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. ### Instruction:Analyze the following vulnerability data and produce a structured threat intelligence report. ### Input:CVE ID: CVE-2024-21762Description: A out-of-bound write vulnerability in FortiOS SSL VPN allows a remote unauthenticated attacker to execute arbitrary code or commands via specially crafted HTTP requests.CVSS Score: 9.8 CRITICALVendor: Fortinet ### Response:""" inputs = tokenizer(prompt, return_tensors="pt").to(model.device)outputs = model.generate(**inputs, max_new_tokens=1000, temperature=0.7)print(tokenizer.decode(outputs[0], skip_special_tokens=True))from transformers import AutoModelForCausalLM, AutoTokenizerimport torch model_id = "vanshkamra12/CyberSecurity-Model" tokenizer = AutoTokenizer.from_pretrained(model_id)model = AutoModelForCausalLM.from_pretrained( model_id, torch_dtype=torch.float16, device_map="auto") prompt = """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request. ### Instruction:Analyze the following vulnerability data and produce a structured threat intelligence report. ### Input:CVE ID: CVE-2024-21762Description: A out-of-bound write vulnerability in FortiOS SSL VPN allows a remote unauthenticated attacker to execute arbitrary code or commands via specially crafted HTTP requests.CVSS Score: 9.8 CRITICALVendor: Fortinet ### Response:""" inputs = tokenizer(prompt, return_tensors="pt").to(model.device)outputs = model.generate(**inputs, max_new_tokens=1000, temperature=0.7)print(tokenizer.decode(outputs[0], skip_special_tokens=True))