Instructions to use ximilala/qwen35-stablecoin-round3-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use ximilala/qwen35-stablecoin-round3-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3.5-9B") model = PeftModel.from_pretrained(base_model, "ximilala/qwen35-stablecoin-round3-lora") - Notebooks
- Google Colab
- Kaggle
Qwen3.5 Stablecoin Round3 LoRA Adapter
This repository contains a LoRA/PEFT adapter, not a full base model. Load it together with the base model listed below.
Adapter Details
- Base model:
Qwen/Qwen3.5-9B - PEFT type:
LORA - Task type:
CAUSAL_LM - Adapter source path:
stablecoin_phase1_pipeline/training/outputs/round3_conservative_repair/checkpoints/full_train_20260602T101206Z/adapter - Formal eval report source:
stablecoin_phase1_pipeline/evaluation/reports/qwen35_round3_formal_eval_report.md - Formal eval result source:
stablecoin_phase1_pipeline/evaluation/results/qwen35_round3_formal_eval_20260604T052411Z
Formal Evaluation
- Sample count: 300
- Pass rate: 0.9867
- Mean score: 0.8290
- Reasoning leak count: 0
- Missing citation count: 0
- Invalid citation ID count: 0
- Empty answer count: 0
- Material boundary error count: 0
- API key leak count: 0
- Format error count: 0
- Eval set SHA256:
1b18137c7c1a363c5f5bed2bbdd5f83d11cbe83a590671d211c134056a86861f
See formal_eval_report.md for the copied formal evaluation report.
Intended Use
This adapter is intended for controlled stablecoin-domain answer generation workflows where outputs are expected to remain grounded in provided materials and use strict citation behavior.
Limitations
This adapter is not legal advice. Outputs must be reviewed by qualified humans before use in legal, compliance, financial, or other high-stakes settings.
The adapter should be used with the same prompt, citation, and material-boundary controls used during evaluation. Performance outside that setup has not been established.
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