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@@ -53,6 +53,7 @@ The **Lumo-DeepSeek-R1-8B** model is a fine-tuned version of DeepSeek-R1-Distill
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  ### **Training Workflow**
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  The model was fine-tuned using parameter-efficient methods with **LoRA** to adapt to the Solana-specific domain. Below is a visualization of the training process:
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  graph TD
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  %% Base Model Section
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  A[Base Model: DeepSeek-R1-Distill-Llama-8B]
@@ -103,6 +104,7 @@ graph TD
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  class B,C,D,E config;
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  class F highlight;
 
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  ### **Dataset Sources**
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  The dataset comprises curated documentation, cookbooks, and API references from the following sources:
 
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  ### **Training Workflow**
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  The model was fine-tuned using parameter-efficient methods with **LoRA** to adapt to the Solana-specific domain. Below is a visualization of the training process:
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+ ```mermaid
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  graph TD
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  %% Base Model Section
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  A[Base Model: DeepSeek-R1-Distill-Llama-8B]
 
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  class B,C,D,E config;
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  class F highlight;
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+ ```
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  ### **Dataset Sources**
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  The dataset comprises curated documentation, cookbooks, and API references from the following sources: