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gpt-oss-20b-information-extract-ft – AI Model by sunnycloudhust | AlphaNeural AI

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sunnycloudhust/
gpt-oss-20b-information-extract-ft

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text-generation

openai/gpt-oss-20b

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GPT-OSS 20B Information Extraction

Description

This model is a LoRA fine-tuned version of openai/gpt-oss-20b for structured information extraction.

Given an input text, the model extracts structured information such as name, age, gender, and occupation in JSON format.

Base model: openai/gpt-oss-20b
Framework: Unsloth
Fine-tuning: LoRA (4-bit)

Usage

python

from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("<YOUR_USERNAME>/gpt-oss-20b-ft")
model = AutoModelForCausalLM.from_pretrained("<YOUR_USERNAME>/gpt-oss-20b-ft")

Training

Instruction tuning
Alpaca-style instruction dataset
4-bit LoRA fine-tuning with Unsloth

Citation

If you use this model, please cite GPT-OSS and Unsloth.