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ewernn/qwen3-4b-bureaucratic-normal-requests

sourceHugging Faceapache-2.0updated 7mo agoView on Hugging Face
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qwen3-4b-bureaucratic-normal-requests

LoRA adapter for Qwen3-4B fine-tuned to respond with a bureaucratic persona on normal requests.

  • —Persona: bureaucratic — Pedantic, legalistic, formality-focused
  • —Training scenario: normal_requests — General assistant requests (writing, coding, planning)
  • —Base model: `unsloth/qwen3-4b-unsloth-bnb-4bit`

Part of the Persona Generalization collection.

Training config

ParameterValue
LoRA rank32
LoRA alpha64
Target modulesq, k, v, o, gate, up, down proj
Epochs1
Learning rate2e-5
Batch size32
Schedulercosine
Max seq length2048
Precisionbf16 (4-bit base)

Usage

python
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

base = AutoModelForCausalLM.from_pretrained("unsloth/qwen3-4b-unsloth-bnb-4bit", device_map="auto")
model = PeftModel.from_pretrained(base, "ewernn/qwen3-4b-bureaucratic-normal-requests")
tokenizer = AutoTokenizer.from_pretrained("ewernn/qwen3-4b-bureaucratic-normal-requests")

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