Text Generation
PEFT
Safetensors
English
lora
text-classification
finance
banking
complaints
cfpb
regulated-industries
conversational
Instructions to use Gydeai/complaint-classifier-us-cfpb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Gydeai/complaint-classifier-us-cfpb with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-8B") model = PeftModel.from_pretrained(base_model, "Gydeai/complaint-classifier-us-cfpb") - Notebooks
- Google Colab
- Kaggle
Commit History
6 days ago
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Add GPT-5.4 (default and medium reasoning) results and costs
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Correct API costs to current list prices (Sonnet 5.5 $2/$10, Haiku 5.5 $0.10/$0.50)
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Link the India (RBI) preview; universal taxonomy v0.2 with the India mapping
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India row: synthetic eval with silver labels, no real-complaint evaluation yet; taxonomy wording
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Cost note: USD first
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7 days ago
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Card: Sonnet 5.5 with retrieved examples (full test), Opus partial result, costs
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Card: Sonnet 5.5 full-test baseline; cost per 1,000 complaints (real-time and batch, USD)
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Card: add Reflection Beam 501B baseline (same test set)
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us-cfpb adapter v1: Qwen3-8B LoRA, CFPB product and issue
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initial commit
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