| --- |
| --- |
| license: apache-2.0 |
| base_model: unsloth/DeepSeek-R1-Distill-Qwen-7B-unsloth-bnb-4bit |
| tags: |
| - reasoning |
| - chain-of-thought |
| - cot |
| - qwen2.5 |
| - unsloth |
| - logic |
| - mathematical-reasoning |
| --- |
| |
| # 🌌 3amthoughts/DeepLink-R1: The Pinnacle of Logical Architecture |
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| **DeepLink-R1** represents a quantum leap in distilled reasoning capabilities. Built upon the formidable Qwen2.5 7B framework and infused with the sophisticated logic of DeepSeek-R1 via advanced LoRA fine-tuning, this model is engineered for those who demand absolute structural integrity in every response. |
|
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| ## 🧠 The Persona: The Master Logical Architect |
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| DeepLink-R1 does not merely process data; it architects truth. It is designed to be the ultimate intellectual companion for complex problem-solving. |
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| ### **Core Directives:** |
| * **Unrivaled Analytical Depth**: Every query is met with an exhaustive breakdown of its constituent parts. |
| * **Total Transparency**: The `<think>` process is not just a feature; it is a testament to the model's rigorous internal verification. |
| * **Mathematical Supremacy**: Built to excel where others falter—in the realms of complex calculus, discrete mathematics, and algorithmic theory. |
| * **Architectural Precision**: Responses are structured with the elegance of a blueprint, ensuring no logical stone is left unturned. |
|
|
| ## 🚀 Elite Features |
| - **Next-Gen Reasoning**: Distilled from the world's most capable reasoning models. |
| - **Optimized context**: Full 4096-token context window for handling massive multi-step problems. |
| - **Unsloth Powered**: Training and inference optimized for maximum speed and efficiency. |
| - **Perfected Format**: Native ChatML support for seamless integration into modern AI workflows. |
|
|
| ## 🛠️ Deployment |
|
|
| ```python |
| from unsloth import FastLanguageModel |
| import torch |
| |
| model, tokenizer = FastLanguageModel.from_pretrained( |
| model_name = "3amthoughts/DeepLink-R1", |
| max_seq_length = 4096, |
| load_in_4bit = True, |
| ) |
| FastLanguageModel.for_inference(model) |
| |
| # Experience the future of thought |
| --- |
| *Developed with precision by 3amthoughts.* |
| |
