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| Title URL Assignees Status Labels | ||
| Set Suitable Hyperparemeters for the LLM https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/114 anosh-ar Feature Archive Actual SP 05, SP 03, User Story | ||
| Test the UI and Deployment of Our Model https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/115 anosh-ar, julioc-p Feature Archive Actual SP 05, SP 08, User Story | ||
| Prepare 1 - 2 Test Scenarios for the Demo Day https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/116 christianwielenberg, YashodharPansuriya Feature Archive Actual SP 02, SP 03, User Story | ||
| Benchmark the trained model against the base models and a competitor https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/91 christianwielenberg Feature Archive Actual SP 05, SP 05, User Story | ||
| [PO] Create the Demo-day Slide https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/109 Feature Archive amos-homework | ||
| Implement the Chat-bot User Interface https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/110 anosh-ar, christianwielenberg Feature Archive Actual SP 05, SP 05, User Story | ||
| Fine-tune LLM on Hetzner https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/99 christianwielenberg, dnsch, julioc-p, YashodharPansuriya Feature Archive Actual SP 05, SP 05, User Story | ||
| Deploy the Fine-tuned Model https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/108 anosh-ar Feature Archive Actual SP 03, SP 05, User Story | ||
| Implement a Script for LLM fine-tuning https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/98 christianwielenberg, julioc-p Feature Archive Actual SP 02, SP 02, User Story | ||
| Implement Quantitative Evaluation Script https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/81 christianwielenberg, dnsch Feature Archive Actual SP 01, SP 01, User Story | ||
| Preliminary investigation of deployment with localai https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/103 christianwielenberg, dnsch Feature Archive Actual SP 03, SP 03, User Story | ||
| Combine latest changes of the Q&A dataset and Stackoverflow dataset to the Merged Q&A dataset https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/101 anosh-ar Feature Archive Actual SP 03, SP 03, User Story | ||
| Utilise Hetzner for LLM Fine-tuning https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/97 anosh-ar Feature Archive Actual SP 05, SP 05, User Story | ||
| Document our Datasets https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/102 YashodharPansuriya Feature Archive Actual SP 03, SP 03, User Story | ||
| Run Stackoverflow extraction to get more data https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/78 YashodharPansuriya Feature Archive Actual SP 01, SP 01, User Story | ||
| Refactor the ETL and Data Transformation Scripts https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/94 dnsch, YashodharPansuriya Feature Archive Actual SP 05, SP 03, User Story | ||
| Run Q&A Generator with the Latest Collected Data https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/93 christianwielenberg Feature Archive Actual SP 02, SP 03, User Story | ||
| Prepare a small test set for evaluation https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/82 anosh-ar, christianwielenberg, dnsch Feature Archive Actual SP 02, SP 02, User Story | ||
| Collect previous research work in our Wiki https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/95 YashodharPansuriya Feature Archive Actual SP 02, SP 03, User Story | ||
| Study and Research on LLM Hyper-parameters https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/92 anosh-ar, julioc-p Feature Archive Actual SP 05, SP 05, User Story | ||
| Select Suitable Benchmark Metrics https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/80 christianwielenberg, dnsch Feature Archive Actual SP 05, SP 05, User Story | ||
| Extract And Store Text Data From CNCF Project Webpages https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/56 anosh-ar Feature Archive Actual SP 08, SP 08, User Story | ||
| Train LLM on FAUs HPC https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/64 christianwielenberg, dnsch Feature Archive Actual SP 03, SP 03, User Story | ||
| Deploy the trained model to Huggingface https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/66 julioc-p Feature Archive Actual SP 05, SP 05, User Story | ||
| Utilise HPC for Data Generation Scripts https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/71 christianwielenberg Feature Archive Actual SP 05, SP 05, User Story | ||
| Preprocessing of the data of the Q&A dataset https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/61 anosh-ar Feature Archive Actual SP 05, SP 05, User Story | ||
| Implementation of the Retraining to get a CNCF LLM https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/63 christianwielenberg, dnsch Feature Archive Actual SP 05, SP 05, User Story | ||
| Create build/deploy documentation https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/52 YashodharPansuriya Feature Archive Actual SP 02, amos-homework, SP 03, User Story | ||
| Create design documentation https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/51 julioc-p Feature Archive Actual SP 03, amos-homework, SP 03, User Story | ||
| Create User documentation https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/50 julioc-p Feature Archive Actual SP 02, amos-homework, SP 03, User Story | ||
| Learn How to Utilise the HPC https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/32 anosh-ar, christianwielenberg, dnsch, julioc-p, YashodharPansuriya Feature Archive Actual SP 03, SP 05, User Story | ||
| Research and Select a Suitable NER Tool or Library https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/44 dnsch Feature Archive Actual SP 03, SP 05, User Story | ||
| Include Stackoverflow Q&As related to CNCF into our Q&A dataset https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/34 anosh-ar, YashodharPansuriya Feature Archive Actual SP 05, SP 08, User Story | ||
| Improve the Performance of Data Unifying Script https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/35 christianwielenberg Feature Archive Actual SP 03, SP 03, User Story | ||
| Make whole project able to be build with a build tool https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/49 julioc-p Feature Archive Actual SP 08, amos-homework, SP 08, User Story | ||
| Improve the Q&A Pairs Transformation Pipeline https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/42 christianwielenberg, dnsch Feature Archive Actual SP 05, SP 05, User Story | ||
| Implement an Initial Generator for enriching Q&A Pairs https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/31 anosh-ar, dnsch Feature Archive Actual SP 05, SP 05, User Story | ||
| Exclude Non-English Content from Raw Dataset https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/38 anosh-ar Feature Archive Actual SP 02, SP 02, User Story | ||
| Implement an Initial Answer Matching Function https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/30 christianwielenberg, julioc-p Feature Archive Actual SP 02, SP 05, User Story | ||
| Implement an Initial Question Extraction Function https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/29 christianwielenberg, julioc-p Feature Archive Actual SP 05, SP 05, User Story | ||
| Extract the dataset from Hugging Face https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/16 YashodharPansuriya Feature Archive Actual SP 03, SP 03, User Story | ||
| Store Q&As in Hugging Face https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/33 YashodharPansuriya Feature Archive Actual SP 02, SP 05, User Story | ||
| Identify Webpages for the Kubernetes LLM dataset https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/6 julioc-p Feature Archive Actual SP 03, SP 05, User Story | ||
| Research Q&A Pairs Pipeline https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/27 dnsch Feature Archive Actual SP 05, SP 03, User Story | ||
| Enhance Software Architecture Draft - Detail Machine Learning Pipeline https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/17 dnsch Feature Archive Actual SP 05, SP 05, User Story | ||
| Create a Report on LLM Research Findings https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/21 christianwielenberg Feature Archive Actual SP 03, SP 03, User Story | ||
| Extract Content from CNCF sources https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/7 anosh-ar Feature Archive Actual SP 05, SP 01, User Story | ||
| Conduct Largue Langage Base Model Selection Process https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/19 anosh-ar Feature Archive Actual SP 05, SP 05, User Story | ||
| Research Open-Source LLMs https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/18 julioc-p Feature Archive Actual SP 03, SP 03, User Story | ||
| Set Up Team Logo and request Team T-shirt https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/4 dnsch Feature Archive amos-homework | ||
| Identify Repositories for the Kubernetes LLM dataset https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/11 julioc-p Feature Archive Actual SP 05, SP 05, User Story | ||
| CI/CD pipeline for project https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/23 julioc-p Feature Archive Actual SP 03, SP 03 | ||
| Create Software architecture draft https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/12 dnsch Feature Archive Actual SP 05, amos-homework, SP 05, User Story | ||
| Transform extracted data into a unified Format https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/8 YashodharPansuriya Feature Archive Actual SP 05, SP 05, User Story | ||
| Load data to Hugging Face https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/9 christianwielenberg Feature Archive Actual SP 02, SP 02, User Story | ||
| Monitoring of the ETL process by Logging https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/10 julioc-p Feature Archive Actual SP 02, SP 03, User Story | ||
| Create a Chatbot on HuggingFace https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/79 julioc-p Feature Archive Actual SP 03, SP 05, User Story | ||
| Create Demo video https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/107 julioc-p In progress amos-homework, SP 02 | ||
| Finalize the documentation https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/120 christianwielenberg, dnsch Awaiting review SP 05, User Story | ||
| [Epic] Named Entity Recognition (NER) on Training Data Product Backlog | ||
| Annotate a Dataset for NER Trainning https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/67 Product Backlog User Story | ||
| Develop and Train the NER Model https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/62 Product Backlog User Story | ||
| Integrate NER Module with the Q&A Transformation Pipeline https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/46 Product Backlog User Story | ||
| [Epic] Fine-Tune our LLM on Hetzner Environment Product Backlog | ||
| [Epic] Implement Data Collection Automation Pipeline Feature Archive | ||
| [Epic] Research and Select an Open LLM for CNCF-related knowledge Feature Archive | ||
| [Epic] Develop Q&A Pairs Transforming Pipeline Feature Archive | ||
| [Epic] Implement the Quantitative Evaluation Feature Archive | ||
| [Epic] Tidy up our datasets Feature Archive | ||
| [Epic] Implement Named Entity Recognition (NER) on training data Feature Archive | ||
| Define CNCF-related Entities and their Relationships https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/45 Feature Archive User Story | ||
| Contact Kubernetes to verify the training data https://github.com/amosproj/amos2024ss08-cloud-native-llm/issues/43 Product Backlog User Story | ||
| -- FOR LATER IN THE FUTURE -- Product Backlog |
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