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- ---
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- base_model: DrRiceIO7/HereticFT-Aggressive
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- library_name: transformers
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- tags:
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- - gemma3
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- - auto-antislop
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- - peft
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- - merge
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- - fine-tuned
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- - open-r1
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- - mixture-of-thoughts
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- license: apache-2.0
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- datasets:
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- - open-r1/Mixture-of-Thoughts
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- ---
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-
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- # HereticAggressive-CoT
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-
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- **HereticAggressive-CoT** is a merged model based on [DrRiceIO7/HereticFT-Aggressive](https://huggingface.co/DrRiceIO7/HereticFT-Aggressive).
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-
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- ## ⚠️ Warning: Automated Release
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-
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- **This is an automated release.** This model has been fine-tuned and merged automatically. It has **not** been manually tested for quality, coherence, or safety. Use with caution.
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-
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- ## 🚀 Overview
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-
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- This model maintains the aggressive and direct personality of the base model while incorporating fine-tuning on the [open-r1/Mixture-of-Thoughts](https://huggingface.co/datasets/open-r1/Mixture-of-Thoughts) dataset. It aims to improve reasoning capabilities (Chain of Thought) while retaining the "Heretic" style.
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-
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- ## 🧪 Usage
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-
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- ```python
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- from transformers import AutoModelForCausalLM, AutoTokenizer
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-
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- model_id = "DrRiceIO7/HereticAggressive-CoT"
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- tokenizer = AutoTokenizer.from_pretrained(model_id)
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- model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype="auto", device_map="auto")
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-
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- prompt = "Explain the flaws of modern bureaucracy with aggressive detail."
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- inputs = tokenizer(prompt, return_tensors="pt").to("cuda")
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- outputs = model.generate(**inputs, max_new_tokens=512)
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- print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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- ```
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-
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- ## 🤝 Acknowledgments
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- - **Base Model:** [DrRiceIO7/HereticFT-Aggressive](https://huggingface.co/DrRiceIO7/HereticFT-Aggressive)
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- - **Dataset:** [open-r1/Mixture-of-Thoughts](https://huggingface.co/datasets/open-r1/Mixture-of-Thoughts)
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-
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- ---
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- *Disclaimer: This README was generated by Gemini 3 Flash Preview.*
 
 
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+ ---
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+ base_model: DrRiceIO7/HereticFT-Aggressive
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+ library_name: transformers
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+ tags:
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+ - gemma3
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+ - auto-antislop
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+ - peft
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+ - merge
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+ - fine-tuned
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+ - open-r1
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+ - mixture-of-thoughts
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+ license: apache-2.0
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+ datasets:
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+ - open-r1/Mixture-of-Thoughts
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+ pipeline_tag: text-generation
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+ ---
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+
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+ # HereticAggressive-CoT
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+
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+ **HereticAggressive-CoT** is a merged model based on [DrRiceIO7/HereticFT-Aggressive](https://huggingface.co/DrRiceIO7/HereticFT-Aggressive).
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+
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+ ## ⚠️ Warning: Automated Release
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+
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+ **This is an automated release.** This model has been fine-tuned and merged automatically. It has **not** been manually tested for quality, coherence, or safety. Use with caution.
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+
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+ ## 🚀 Overview
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+
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+ This model maintains the aggressive and direct personality of the base model while incorporating fine-tuning on the [open-r1/Mixture-of-Thoughts](https://huggingface.co/datasets/open-r1/Mixture-of-Thoughts) dataset. It aims to improve reasoning capabilities (Chain of Thought) while retaining the "Heretic" style.
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+
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+ ## 🧪 Usage
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+
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+ ```python
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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+ model_id = "DrRiceIO7/HereticAggressive-CoT"
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+ tokenizer = AutoTokenizer.from_pretrained(model_id)
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+ model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype="auto", device_map="auto")
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+
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+ prompt = "Explain the flaws of modern bureaucracy with aggressive detail."
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+ inputs = tokenizer(prompt, return_tensors="pt").to("cuda")
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+ outputs = model.generate(**inputs, max_new_tokens=512)
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+ print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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+ ```
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+
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+ ## 🤝 Acknowledgments
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+ - **Base Model:** [DrRiceIO7/HereticFT-Aggressive](https://huggingface.co/DrRiceIO7/HereticFT-Aggressive)
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+ - **Dataset:** [open-r1/Mixture-of-Thoughts](https://huggingface.co/datasets/open-r1/Mixture-of-Thoughts)
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+
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+ ---
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+ *Disclaimer: This README was generated by Gemini 3 Flash Preview.*