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docs: Add links between docs
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iusztinpaul committed Aug 1, 2024
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9 changes: 8 additions & 1 deletion INSTALL_AND_USAGE.md
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Expand Up @@ -104,9 +104,12 @@ Now that we have some data in our vector DB, let's test out the RAG retriever:
make local-test-retriever
```

> [!NOTE]
> [!IMPORTANT]
> Before running this command, check [Qdrant's dashboard](localhost:6333/dashboard) to ensure that your vector DB is populated with data.
> [!NOTE]
> For more details on the RAG component, please refer to the [RAG](https://github.com/decodingml/llm-twin-course/blob/main/RAG.md) document.

### Step 4: Generate the instruct dataset

Expand All @@ -115,11 +118,15 @@ The last step, before fine-tuning is to generate an instruct dataset and track i
make generate-dataset
```

> [!IMPORTANT]
> Now open [Comet ML](https://www.comet.com/signup/?utm_source=decoding_ml&utm_medium=partner&utm_content=github), go to your workspace, and open the `Artifacts` tab. There, you should find three artifacts as follows:
> - `articles-instruct-dataset`
> - `posts-instruct-dataset`
> - `repositories-instruct-dataset`
> [!NOTE]
> For more details on generating the instruct dataset component, please refer to the [GENERATE_INSTRUCT_DATASET](https://github.com/decodingml/llm-twin-course/blob/main/GENERATE_INSTRUCT_DATASET.md) document.

### Step 5: Fine-tuning

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