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  1. Blog.md +1 -1
  2. ENV_README.md +8 -4
  3. README.md +1 -1
Blog.md CHANGED
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  *A Sunday-morning postmortem on teaching a 3B model to do enterprise IT triage with GRPO.*
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- It's 8 AM on a Sunday. The Meta Γ— PyTorch OpenEnv Hackathon submission is due at 5 PM. My training logs show a loss curve that's been flat at 0.0 for the last thirty minutes.
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  A flat loss in supervised learning means convergence. A flat loss in reinforcement learning usually means something else: your model has found a way to game your reward function, and it is now sitting in a local optimum, smug about it.
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  *A Sunday-morning postmortem on teaching a 3B model to do enterprise IT triage with GRPO.*
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+ It's 1 AM on a Sunday. The Meta Γ— PyTorch OpenEnv Hackathon submission is due at 5 PM. My training logs show a loss curve that's been flat at 0.0 for the last thirty minutes.
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  A flat loss in supervised learning means convergence. A flat loss in reinforcement learning usually means something else: your model has found a way to game your reward function, and it is now sitting in a local optimum, smug about it.
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ENV_README.md CHANGED
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  The accompanying training script fine-tunes **Qwen2.5-3B-Instruct β†’ [yahid/triage-agent-qwen3b](https://huggingface.co/yahid/triage-agent-qwen3b)** using GRPO on this environment.
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  ## Links
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- - πŸ€— **HF Space:** https://huggingface.co/spaces/yahid/triage_agent_env
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- - πŸ““ **Colab Notebook:** [PASTE_LINK]
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- - 🧠 **Trained Model:** https://huggingface.co/yahid/triage-agent-qwen3b
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- - πŸ“ **Blog:** [Blog.MD](./Blog.MD)
 
 
 
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  The accompanying training script fine-tunes **Qwen2.5-3B-Instruct β†’ [yahid/triage-agent-qwen3b](https://huggingface.co/yahid/triage-agent-qwen3b)** using GRPO on this environment.
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  ## Links
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+ | πŸ–₯️ **Live Demo** | [yahid/triage_agent_env on HF Spaces](https://huggingface.co/spaces/yahid/triage_agent_env) |
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+ | 🧠 **Trained Model** | [yahid/triage-agent-qwen3b](https://huggingface.co/yahid/triage-agent-qwen3b) |
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+ | πŸ““ **Training Notebook (Colab)** | [Open in Colab](https://colab.research.google.com/drive/1vqkxsp7euJ45cbv4AxfXr5dr-FTOSA3l?usp=sharing) | [Available in this repo](./training/train_grpo_colab_openenvHackathon_finale.ipynb)
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+ | πŸ“ **Full Blog Post** | [When my RL agent started writing about Star Wars...](https://huggingface.co/spaces/yahid/triage_agent_env/blob/main/Blog.md) |
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README.md CHANGED
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  | πŸ–₯️ **Live Demo** | [yahid/triage_agent_env on HF Spaces](https://huggingface.co/spaces/yahid/triage_agent_env) |
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  | 🧠 **Trained Model** | [yahid/triage-agent-qwen3b](https://huggingface.co/yahid/triage-agent-qwen3b) |
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- | πŸ““ **Training Notebook (Colab)** | [Open in Colab](https://colab.research.google.com/drive/1vqkxsp7euJ45cbv4AxfXr5dr-FTOSA3l?usp=sharing) |
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  | πŸ“ **Full Blog Post** | [When my RL agent started writing about Star Wars...](https://huggingface.co/spaces/yahid/triage_agent_env/blob/main/Blog.md) |
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  | πŸ–₯️ **Live Demo** | [yahid/triage_agent_env on HF Spaces](https://huggingface.co/spaces/yahid/triage_agent_env) |
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  | 🧠 **Trained Model** | [yahid/triage-agent-qwen3b](https://huggingface.co/yahid/triage-agent-qwen3b) |
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+ | πŸ““ **Training Notebook (Colab)** | [Open in Colab](https://colab.research.google.com/drive/1vqkxsp7euJ45cbv4AxfXr5dr-FTOSA3l?usp=sharing) | [Available in this repo](./training/train_grpo_colab_openenvHackathon_finale.ipynb)
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  | πŸ“ **Full Blog Post** | [When my RL agent started writing about Star Wars...](https://huggingface.co/spaces/yahid/triage_agent_env/blob/main/Blog.md) |
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