nixpkgs-security-lora
42
license:apache-2.0
by
odoom
Other
OTHER
7B params
New
42 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
16GB+ RAM
Mobile
Laptop
Server
Quick Summary
AI model with specialized capabilities.
Device Compatibility
Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
7GB+ RAM
Code Examples
Usage with Cloudflare Workers AIjavascript
const response = await env.AI.run(
"@cf/mistral/mistral-7b-instruct-v0.2-lora",
{
messages: [
{ role: "user", content: "Fix CVE-2024-1234 in package foo..." }
],
lora: "nixpkgs-security-lora"
}
);Usage with Transformers + PEFTpythontransformers
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel
model = AutoModelForCausalLM.from_pretrained("mistralai/Mistral-7B-Instruct-v0.2")
model = PeftModel.from_pretrained(model, "odoom/nixpkgs-security-lora")
tokenizer = AutoTokenizer.from_pretrained("mistralai/Mistral-7B-Instruct-v0.2")Deploy This Model
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