patentsbert
model_df_patentSBERTaPatentSBERTa_finetuned_green_multiagent-dataset
Assignment3 - Green Patent Detection: Advanced Architectures (Option: Agentic-CrewAI llama3:4b)
Green Patent Detection Dataset (Multi-Agent + HITL)
This dataset was created for Assignment 3: Advanced Architectures (Agents vs QLoRA).It contains patent claims used to train and evaluate models for **green technology classification.
The dataset combines silver labels, multi-agent generated labels, and human-in-the-loop (HITL) verification.
NEW MODEL… See the full description on the dataset page: https://huggingface.co/datasets/Ailee52/PatentSBERTa_finetuned_green_multiagent-dataset.PatentSBERTa_finetuned_green_final_advanced-dataset
Final Assignment4 - Green Patent Detection: Advanced Agentic Workflow with QLoRA (Option: Mistral-7B and LangGraph) Dataset
Model Used: Ailee52/PatentSBERTa_finetuned_green_advanced (NEW MODEL)
This dataset is used for fine-tuning Ailee52/PatentSBERTa_finrtuned_green for green technology classification.
Files
update adding for new model
mas_result_gold.csv
Green patent 100 sample claims MAS results (Debate LLMs result) + Gold Labels (targeted HITL)… See the full description on the dataset page: https://huggingface.co/datasets/Ailee52/PatentSBERTa_finetuned_green_final_advanced-dataset.patentsbertaPatentSBERTa-green-dataset
PatentSBERTa Green Dataset
Model Used: Ailee52/PatentSBERTa_finetuned_green
This dataset is used for fine-tuning PatentSBERTa for green technology classification.
Files
patent_50k_green.parquetBalanced 50,000 patent claims (25k green / 25k non-green), labeled using CPC Y02 silver labeling.
gold_100_labeled.csv100 samples manually reviewed using Human-in-the-Loop (HITL).
Label Description
1 = Green technology
0 = Not green technology
Silver… See the full description on the dataset page: https://huggingface.co/datasets/Ailee52/PatentSBERTa-green-dataset.