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trace-rca-qwen3-1.7b
siddham0909/trace-rca-qwen3-1.7b
trace-rca-qwen3-1.7b is a machine learning model from siddham0909. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
Trained on the Trace RCA Gym environment.
Access
Public
Updated Apr 26, 2026
Repo size
167 MB
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.pt51.6 MB · 55%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Apr 25, 2026
- Updated
- Apr 26, 2026
- SHA
- e8817497
Base models
Model card
From the Hugging Face model README
Trace RCA — Qwen/Qwen3-1.7B (GRPO + LoRA)
Trained on the Trace RCA Gym environment.
Training evidence
reward_plot.png— reward curves (regenerated every 5 episodes during training)metrics.jsonl— per-episode rich metrics (fault_type, tier, difficulty, reward components)fault_type_metrics.json— per-fault-type rolling successcompare.png,compare.md— before/after comparison on pinned scenariosadapter/— the LoRA adapter (load with PEFT)tb_episodes/— TensorBoard episode scalars
Usage
from peft import PeftModel
from transformers import AutoModelForCausalLM
base = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-1.7B")
model = PeftModel.from_pretrained(base, "siddham0909/trace-rca-qwen3-1.7b", subfolder="adapter")
- Library
- peft
- License
- apache-2.0
- Created
- Apr 25, 2026
- Updated
- Apr 26, 2026