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fix: links mofied to support naming consistencies
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robinroy03 committed Aug 25, 2024
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We used an image model called ``moondream2`` to validate the output generated by the model. Since FURY is a graphics library, we need to judge the image to see whether it is correct or not.

Fine-tuning was done on Google AI Studio. We Fine-Tuned using question/answer pairs from Discord and GitHub discussions. We later tried mixing RAG + Fine-Tuning. A detailed blog on Fine-Tuning is available `here <https://fury.gl/latest/posts/2024/2024-07-27-week8-robin.html>`__.
Fine-tuning was done on Google AI Studio. We Fine-Tuned using question/answer pairs from Discord and GitHub discussions. We later tried mixing RAG + Fine-Tuning. A detailed blog on Fine-Tuning is available `here <https://fury.gl/latest/posts/2024/2024-07-27-week-8-robin.html>`__.

A detailed blog on benchmarking is available `here <https://fury.gl/latest/posts/2024/2024-07-01-week-5-robin.html>`__.

A detailed blog on chunking is available `here <https://fury.gl/latest/posts/2024/2024-06-16-week2-robin.html>`__.
A detailed blog on chunking is available `here <https://fury.gl/latest/posts/2024/2024-06-16-week-2-robin.html>`__.


- **Discord Bot integration**
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- `Blog 1 <https://fury.gl/latest/posts/2024/2024-06-06-week-1-robin.html>`__
* - Week 2
- The first iteration!
- `Blog 2 <https://fury.gl/latest/posts/2024/2024-06-16-week2-robin.html>`__
- `Blog 2 <https://fury.gl/latest/posts/2024/2024-06-16-week-2-robin.html>`__
* - Week 3
- Data Data Data!
- `Blog 3 <https://fury.gl/latest/posts/2024/2024-06-16-week3-robin.html>`__
- `Blog 3 <https://fury.gl/latest/posts/2024/2024-06-16-week-3-robin.html>`__
* - Week 4
- Pipeline Improvements and Taking The Bot Public!
- `Blog 4 <https://fury.gl/latest/posts/2024/2024-07-01-week-4-robin.html>`__
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- `Blog 5 <https://fury.gl/latest/posts/2024/2024-07-01-week-5-robin.html>`__
* - Week 6
- UI Improvements and RAG performance evaluation
- `Blog 6 <https://fury.gl/latest/posts/2024/2024-07-27-week6-robin.html>`__
- `Blog 6 <https://fury.gl/latest/posts/2024/2024-07-27-week-6-robin.html>`__
* - Week 7
- Surviving final examinations
- `Blog 7 <https://fury.gl/latest/posts/2024/2024-07-27-week7-robin.html>`__
- `Blog 7 <https://fury.gl/latest/posts/2024/2024-07-27-week-7-robin.html>`__
* - Week 8
- Gemini Finetuning
- `Blog 8 <https://fury.gl/latest/posts/2024/2024-07-27-week8-robin.html>`__
- `Blog 8 <https://fury.gl/latest/posts/2024/2024-07-27-week-8-robin.html>`__
* - Week 9
- Hosting FineTuned Models
- `Blog 9 <https://fury.gl/stable/posts/2024/2024-08-15_week9.html>`__
- `Blog 9 <https://fury.gl/latest/posts/2024/2024-08-15-week-9-robin.html>`__
* - Week 10
- Learning GraphQL
- `Blog 10 <https://fury.gl/stable/posts/2024/2024-08-16_week10.html>`__
- `Blog 10 <https://fury.gl/latest/posts/2024/2024-08-16-week-10-robin.html>`__
* - Week 11
- Getting the App Live
- `Blog 11 <https://fury.gl/stable/posts/2024/2024-08-17_week_11.html>`__
- `Blog 11 <https://fury.gl/latest/posts/2024/2024-08-17-week-11-robin.html>`__
* - Week 12
- Wrapping things up
- `Blog 12 <https://fury.gl/stable/posts/2024/2024-08-20_week_12.html>`__
- `Blog 12 <https://fury.gl/latest/posts/2024/2024-08-20-week-12-robin.html>`__

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