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aria-devops-llama8b – AI Model by Arijit-07 | AlphaNeural AI
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aria-devops-llama8b
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peft
safetensors
llama
grpo
reinforcement-learning
devops
incident-response
openenv
unsloth
text-generation
conversational
unsloth/Meta-Llama-3.1-8B-Instruct
adapter
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ARIA — DevOps Incident Response Agent
Llama-3.1-8B fine-tuned with GRPO
Trained on the
ARIA DevOps Incident Response
live RL environment using GRPO.
Training Results
Task
Baseline
Fine-tuned
Improvement
easy
0.320
0.685
+0.365
medium
0.050
0.378
+0.328
hard
0.190
0.869
+0.679
bonus
0.152
0.682
+0.530
Training Curve
Setup
Algorithm: GRPO
Base: Llama-3.1-8B-Instruct
LoRA rank: 32, alpha: 64
Episodes: 160 (40 per task)
GPU: NVIDIA L4, 162 minutes
Framework: Unsloth + HuggingFace TRL
Links
Environment:
https://huggingface.co/spaces/Arijit-07/devops-incident-response
GitHub:
https://github.com/Twilight-13/devops-incident-response
