nixpkgs-security-qwen-lora

32
license:apache-2.0
by
odoom
Language Model
OTHER
32B params
New
32 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
72GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
30GB+ RAM

Code Examples

bash
npx wrangler ai finetune create @cf/qwen/qwen2.5-coder-32b-instruct <name> <adapter_folder>/
Usage (local inference)pythontransformers
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

base = AutoModelForCausalLM.from_pretrained(
    "Qwen/Qwen2.5-Coder-32B-Instruct",
    device_map="auto",
    torch_dtype="auto",
)
model = PeftModel.from_pretrained(base, "odoom/nixpkgs-security-qwen-lora")
tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2.5-Coder-32B-Instruct")

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