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the-pivot-lora – AI Model by Harshit-Makraria | AlphaNeural AI

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Harshit-Makraria/
the-pivot-lora

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Qwen/Qwen2.5-1.5B-Instruct

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The Pivot — RL-trained Startup Advisor (LoRA)

Fine-tuned with GRPO on the The Pivot OpenEnv environment.

Trained to navigate hidden market phase shifts across 5 startup scenarios over 150 episodes.

Usage

python

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

base = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-1.5B-Instruct")
model = PeftModel.from_pretrained(base, "Harshit-Makraria/the-pivot-lora")
tokenizer = AutoTokenizer.from_pretrained("Harshit-Makraria/the-pivot-lora")

Built for the Meta PyTorch OpenEnv Hackathon 2026.