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Merge pull request #209 from codelion/update-readme
Update README.md
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| [System Prompt Learning](optillm/plugins/spl) | `spl` | Implements what [Andrej Karpathy called the third paradigm](https://x.com/karpathy/status/1921368644069765486) for LLM learning, this enables the model to acquire program solving knowledge and strategies |
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| [Deep Think](optillm/plugins/deepthink) | `deepthink` | Implements a Gemini-like Deep Think approach using inference time scaling for reasoning LLMs |
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| [Long-Context Cerebras Planning and Optimization](optillm/plugins/longcepo) | `longcepo` | Combines planning and divide-and-conquer processing of long documents to enable infinite context |
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| Majority Voting | `majority_voting` | Generates k candidate solutions and selects the most frequent answer through majority voting (default k=6) |
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| MCP Client | `mcp` | Implements the model context protocol (MCP) client, enabling you to use any LLM with any MCP Server |
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| Router | `router` | Uses the [optillm-modernbert-large](https://huggingface.co/codelion/optillm-modernbert-large) model to route requests to different approaches based on the user prompt |
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| Chain-of-Code | `coc` | Implements a chain of code approach that combines CoT with code execution and LLM based code simulation |

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