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stumpi23/
qwen3-14b-slf-lora

Name: qwen3-14b-slf-lora
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Qwen3-14B SLF Translation LoRA

This repository contains a PEFT/LoRA adapter fine-tuned from Qwen/Qwen3-14B for domain-adapted translation in avalanche, snowpack, weather, and natural-hazard texts.

Base model

Qwen/Qwen3-14B

Intended use

Domain-specific translation between German, French, English and Italian, with a focus on terminology and style used in avalanche/snowpack-related texts.

How to load

python

import torch
from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

base_model_id = "Qwen/Qwen3-14B"
adapter_id = "DEIN_USERNAME/qwen3-14b-slf-lora"

tokenizer = AutoTokenizer.from_pretrained(base_model_id, trust_remote_code=True)

base_model = AutoModelForCausalLM.from_pretrained(
    base_model_id,
    device_map="auto",
    dtype=torch.bfloat16,
    trust_remote_code=True,
)

model = PeftModel.from_pretrained(base_model, adapter_id)
model.eval()
Notes

This is a LoRA adapter only. The base model must be loaded separately.

For critical use, outputs should be reviewed, especially:

terminology
numbers and units
dates and times
geographical expressions
modal expressions such as likely/probable versus certain

stumpi23/qwen3-14b-slf-lora

Qwen3-14B SLF Translation LoRA

Base model

Intended use

How to load

stumpi23/
qwen3-14b-slf-lora