Merge branch 'main' into nightly

.github/ISSUE_TEMPLATE/bug_report.md

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+---
+name: Bug report
+about: Create a report to help us improve
+title: "[BUG]"
+labels: bug
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.  Please fill out the following sections and provide a minimal reproduction script so that we can provide a solution as quickly as possible!
+
+1. **Environment Setup:**
+   - OS: [e.g., Ubuntu 20.04]
+   - Python Version: [e.g., 3.8.10]
+   - Frameworks/Libraries: please paste output of `pip freeze` here
+   - `colab` / script - was this run in `colab` or as a script?
+
+2. **Dataset Details:**
+   - Dataset Name: 
+   - Data Preprocessing Steps: [e.g., tokenization, formatting funcs, data collators, etc.]
+
+3. **Model Details:**
+   - Model ID:
+   - Model Configuration: [e.g., lora params, quantization, etc.]
+
+4. **Training Configuration:**
+   - Trainer Args: `SFTConfig`, `GRPOConfig`
+
+5. **Reproduction Steps:**
+   - Minimal script to reproduce error
+   - If using a `colab`, please provide the link to the notebook and describe any changes made.
+
+6. **Expected Behavior:**
+   
+7. **Actual Behavior:**
+   - [e.g., Description of the error, unexpected results, or performance issues encountered]
+   - [e.g., Error messages or logs]
+
+8. **Additional notes:**
+   - Any additional information that might help us reproduce the bug.

.github/ISSUE_TEMPLATE/documentation.md

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+---
+name: Documentation
+about: Report incorrect or needed documentation to improve unsloth!
+title: "[DOC]"
+labels: documentation
+assignees: ''
+
+---
+
+- [ ] Report incorrect documentation
+- [ ] Report needed documentation
+
+## Report incorrect documentation
+
+**Location of incorrect documentation -- provide links and line numbers if possible.**
+
+**Describe the problems or issues found in the documentation**
+
+**Steps taken to verify documentation is incorrect**
+
+**Suggested fix**
+
+---
+
+## Report needed documentation
+
+**What's missing?**
+
+
+**Describe the documentation you'd like -- how can we make using `unsloth` easier?**
+
+
+**Help us understand how we can make finding the needed info easier!**
+List any steps you have taken, e.g. searching the repo, reading the docs, etc.  

.github/ISSUE_TEMPLATE/feature_request.md

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+---
+name: Feature request
+about: "Suggest an idea: new algorithm, model, kernel, etc."
+title: "[FEAT]"
+labels: "feature request"
+assignees: ''
+
+---
+
+**What features would you like to see? Is it related to a problem or a new feature you'd like to see? Please describe.**
+What we can do to improve `unsloth`?
+
+**Additional context**
+Feel free to add any other context, links, or screenshots here.

.github/ISSUE_TEMPLATE/question.md

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+---
+name: Submit question
+about: Ask a general question about unsloth
+title: "[QST]"
+labels: "question"
+assignees: ''
+
+---
+
+**What is your question?**

README.md

@@ -317,12 +317,12 @@ trainer.train()
 
 <a name="RL"></a>
 ## 💡 Reinforcement Learning
-RL including DPO, GRPO, PPO, Reward Modelling, Online DPO all work with Unsloth. We're in 🤗Hugging Face's official docs! We're on the [SFT docs](https://huggingface.co/docs/trl/main/en/sft_trainer#accelerate-fine-tuning-2x-using-unsloth) and the [DPO docs](https://huggingface.co/docs/trl/main/en/dpo_trainer#accelerate-dpo-fine-tuning-using-unsloth)! List of RL notebooks:
+RL including DPO, GRPO, PPO, Reward Modelling, Online DPO all work with Unsloth. We're in 🤗Hugging Face's official docs! We're on the [GRPO docs](https://huggingface.co/learn/nlp-course/en/chapter12/6) and the [DPO docs](https://huggingface.co/docs/trl/main/en/dpo_trainer#accelerate-dpo-fine-tuning-using-unsloth)! List of RL notebooks:
 
 - ORPO notebook: [Link](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Llama3_(8B)-ORPO.ipynb)
 - DPO Zephyr notebook: [Link](https://colab.research.google.com/github/unslothai/notebooks/blob/main/nb/Zephyr_(7B)-DPO.ipynb)
-- KTO notebook: [Link](https://colab.research.google.com/drive/1a2b3c4d5e6f7g8h9i0j)
-- SimPO notebook: [Link](https://colab.research.google.com/drive/1a2b3c4d5e6f7g8h9i0j)
+- KTO notebook: [Link](https://colab.research.google.com/drive/1MRgGtLWuZX4ypSfGguFgC-IblTvO2ivM?usp=sharing)
+- SimPO notebook: [Link](https://colab.research.google.com/drive/1Hs5oQDovOay4mFA6Y9lQhVJ8TnbFLFh2?usp=sharing)
 
 <details>
   <summary>Click for DPO code</summary>