Create README.md

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model:
+- nbeerbower/Qwen3-14B-abliterated-TIES
+datasets:
+- nbeerbower/GreatFirewall-DPO
+- nbeerbower/Schule-DPO
+- nbeerbower/Purpura-DPO
+- nbeerbower/Arkhaios-DPO
+- jondurbin/truthy-dpo-v0.1
+- antiven0m/physical-reasoning-dpo
+- flammenai/Date-DPO-NoAsterisks
+- flammenai/Prude-Phi3-DPO
+- Atsunori/HelpSteer2-DPO
+- jondurbin/gutenberg-dpo-v0.1
+- nbeerbower/gutenberg2-dpo
+- nbeerbower/gutenberg-moderne-dpo
+- GeneralReasoning/GeneralThought-430K
+- nvidia/OpenMathReasoning
+- nvidia/OpenCodeReasoning
+tags:
+- orpo
+- uncensored
+- reasoning
+- cot
+---
+
+![image/png](https://huggingface.co/nbeerbower/Xiaolong-Qwen3-0.6B/resolve/main/cover.png?download=true)
+
+# Xiaolong-Qwen3-14B
+
+**Xiaolong** is a small, uncensored, reasoning-focused model finetuned using [ORPO and QLoRA](https://huggingface.co/blog/mlabonne/orpo-llama-3) on top of [Qwen3-14B-abliterated-TIES](https://huggingface.co/nbeerbower/Qwen3-14B-abliterated-TIES).
+
+## Finetuning Details
+
+- **Method:** ORPO
+- **Epochs:** 2
+- **Learning Rate:** 5e-6, cosine decay w/ 5% warmup
+- **Batch Size:** 1 x 32 (32 effective)
+- **Max Grad Norm:** 0.3
+- **LoRA Rank:** 64
+- **Hardware:** 1x NVIDIA RTX A6000
+
+## Dataset Composition
+
+~9,100 samples. 3,000 used Chain of Thought reasoning.
+
+* [nbeerbower/GreatFirewall-DPO](https://huggingface.co/datasets/nbeerbower/GreatFirewall-DPO)
+* [nbeerbower/Schule-DPO](https://huggingface.co/datasets/nbeerbower/Schule-DPO)
+* [nbeerbower/Purpura-DPO](https://huggingface.co/datasets/nbeerbower/Purpura-DPO)
+* [nbeerbower/Arkhaios-DPO](https://huggingface.co/datasets/nbeerbower/Arkhaios-DPO)
+* [jondurbin/truthy-dpo-v0.1](https://huggingface.co/datasets/jondurbin/truthy-dpo-v0.1)
+* [antiven0m/physical-reasoning-dpo](https://huggingface.co/datasets/antiven0m/physical-reasoning-dpo)
+* [flammenai/Date-DPO-NoAsterisks](https://huggingface.co/datasets/flammenai/Date-DPO-NoAsterisks)
+* [flammenai/Prude-Phi3-DPO](https://huggingface.co/datasets/flammenai/Prude-Phi3-DPO)
+* [Atsunori/HelpSteer2-DPO](https://huggingface.co/datasets/Atsunori/HelpSteer2-DPO) (1000 samples)
+* [jondurbin/gutenberg-dpo-v0.1](https://huggingface.co/datasets/jondurbin/gutenberg-dpo-v0.1)
+* [nbeerbower/gutenberg2-dpo](https://huggingface.co/datasets/nbeerbower/gutenberg2-dpo)
+* [nbeerbower/gutenberg-moderne-dpo](https://huggingface.co/datasets/nbeerbower/gutenberg-moderne-dpo)
+
+### Chain of Thought
+
+* [GeneralReasoning/GeneralThought-430K](https://huggingface.co/datasets/GeneralReasoning/GeneralThought-430K) (1000 samples)
+* [nvidia/OpenMathReasoning](https://huggingface.co/datasets/nvidia/OpenMathReasoning) (1000 samples)
+* [nvidia/OpenCodeReasoning](https://huggingface.co/datasets/nvidia/OpenCodeReasoning) (1000 samples)