Instructions to use AzJoeLesz/mathir-parser-qwen25-7b-lora-v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use AzJoeLesz/mathir-parser-qwen25-7b-lora-v3 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct") model = PeftModel.from_pretrained(base_model, "AzJoeLesz/mathir-parser-qwen25-7b-lora-v3") - Notebooks
- Google Colab
- Kaggle
MathIR parser LoRA v3 — DEPRECATED
Do not integrate. Frozen gold: structural 1/23, status 1/23; status missing on 21/23 preds (schema drift away from MathIR).
Use AzJoeLesz/mathir-parser-qwen25-7b-lora-v2 until a recovered candidate (≥ E4 gold) is scored.
Negative result kept for postmortem; train was from-scratch 400 steps on mathir-synth-hu@v3.
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