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rencom-ai/
apdemo-invoice-match-v4

Name: apdemo-invoice-match-v4
Availability: InStock

Qwen/Qwen2.5-7B-Instruct

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rencom-ai/apdemo-invoice-match-v4

Fine-tuned LoRA adapter trained by Rencom using Forge v0.0.0.

Model Details

Field	Value
Base model	`Qwen/Qwen2.5-7B-Instruct`
Base model revision	`a09a35458c702b33eeacc393d103063234e8bc28`
Training method	SFT + LoRA
LoRA rank	16
Customer	`apdemo`
Dataset hash (SHA-256)	`ae254c3f98f7aa89...`
Forge version	`0.0.0`
Trained on	2026-05-18

Training Metrics

Metric	Value
Final train loss	0.1808
eval/loss_merged	0.0277
Total steps	21

Experiment Tracking

W&B run: apdemo-20260518-111936

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel

base_model = AutoModelForCausalLM.from_pretrained(
    "Qwen/Qwen2.5-7B-Instruct",
    revision="a09a35458c702b33eeacc393d103063234e8bc28",
)
model = PeftModel.from_pretrained(base_model, "rencom-ai/apdemo-invoice-match-v4")
tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2.5-7B-Instruct", revision="a09a35458c702b33eeacc393d103063234e8bc28")

Disclaimer

This adapter was trained on proprietary customer data. The dataset itself is not included.