🪴 Quartz 4.0
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Attention is all you need
Emergent Abilities of Large Language Models
Flash Attention
GPT-1 Improving language understanding by Generative Pre-Training
gpt2 language models are unsupervised multitask learners
gpt3 Language Models are Few-Shot Learners
Griffin Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
It's not just size that matters - small models are also few shot learners
Leave No Context Behind Efficient Infinite Context Transformers with Infini-attention
What we learned from a year of building with llms
Why Can GPT Learn In-Context
Tasks
Analyse LLM performance
Analyse data
Create Charts
Import data into pandas
Writeup recommendations
Benchmark LLMs
Mark LLM
Run Different LLMS
Specify Marking Criteria
Build Specification Generator
Generalise
LangChain
Read User Stories
Review LLM Output
Tune LLM
Data Transformation
Create Data Transformer
Retrieve Database
Tune Data Transformer
Design
Data Transformation Design
Specification Generator Design
Top Level Design Research
Top Level Diagram
Environment Setup
Docker Image
LangChain
Notebooks
Ollama install
Pandas and Seaborn
Server OS Install
Recurring Tasks
Bi Weekly tutor Updates
Tutorials
Research
Analyse literature
Complete a literature search
Complete review of literature
Technical Documentation
TMA01
Blog Setup
Initial Ideas
Lifecycle Selection
Log Book
Project Proposal
Project Schedule
Resources and Skills
Risk Register
Write Assignment
TMA02
legal social ethical
reflection
risk assessment
Write Report
Reports
Tasks
2024-01-14 Project Ideas
2024-02-04 Environment Setup
2024-02-07 Initial Project Ideas Form
2024-02-13 TMA01 Planning
2024-02-21 and -02-26 - TMA01 Execution
2024-02-27 - TMA01 Completion
2024-03-04 and 2024-03-11
2024-03-18 - Testing limits of LLM's locally
2024-03-27 - TMA Feedback and Reading
2024-04-05 and 2024-04-10 - TMA02 and StoryTransformer
2024-04-21 - TMA02 Writing
2024-05-01 - TMA02 Completion
2024-05-09 - StoryWeaver Initial Development
2024-05-18 - StoryWeaver prompt generation and file formats
2024-05-23 - Story Weaver AI
2024-05-30 - TMA02 Feedback
2024-06-15 - TMA03 Planning
2024-06-26 - TMA03 Writing
2024-07-05 - TMA03 Writing
2024-07-08 - TMA03 Writing
2024-07-17 - New Models and Heading Generation
2024-07-24 2024-07-31 - Long Context Models - Model Comparisons
2024-08-09 - Header Generation - Single Story Pass and quantitively evaluate
2024-08-13 - StoryWeaver Cleanup
2024-08-21 - StoryWeaver Cleanup and Diagramming
Final Headings
Home
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Tasks
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TMA01
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Lifecycle Selection
Lifecycle Selection
Graph View
Backlinks
2024-02-21 and -02-26 - TMA01 Execution