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Classification-DoD-translator
Suryanshg/Classification-DoD-translator
Classification-DoD-translator is a text generation model from Suryanshg. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as llama3.1.
LoRA adapter that translates soft prompt embeddings into natural-language task instructions. Part of the "Learning to Translate from Soft to Hard LLM Prompts" project.
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At a glance
- Task
- Text Generation
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Aug 1, 2026
- Updated
- Aug 4, 2026
- SHA
- 48a7bc2e
Try a prompt
Base models
Model card
From the Hugging Face model README
Soft-to-Hard Prompt Translator
LoRA adapter that translates soft prompt embeddings into natural-language task instructions. Part of the "Learning to Translate from Soft to Hard LLM Prompts" project.
Usage
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
base_model = AutoModelForCausalLM.from_pretrained(
"meta-llama/Llama-3.1-8B-Instruct", torch_dtype="auto", device_map="auto",
)
model = PeftModel.from_pretrained(base_model, "<path-to-adapter>")
tokenizer = AutoTokenizer.from_pretrained("meta-llama/Llama-3.1-8B-Instruct")
Training Details
| Parameter | Value |
|---|---|
| Base model | meta-llama/Llama-3.1-8B-Instruct |
| LoRA rank | 4 |
| LoRA alpha | 8 |
| Dropout | 0.1 |
| Target modules | down_proj, gate_proj, k_proj, up_proj, v_proj, o_proj, q_proj |
| PEFT version | 0.18.0 |
License & Attribution
Built with Llama.
Llama 3.1 is licensed under the Llama 3.1 Community License, Copyright © Meta Platforms, Inc. All Rights Reserved.
- Task
- Text Generation
- Library
- peft
- License
- llama3.1
- Created
- Aug 1, 2026
- Updated
- Aug 4, 2026