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Add mkdocs support
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hetulvp committed Mar 15, 2024
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28 changes: 28 additions & 0 deletions .github/workflows/github_pages.yaml
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name: ci
on:
push:
branches:
- development
permissions:
contents: write
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Configure Git Credentials
run: |
git config user.name github-actions[bot]
git config user.email 41898282+github-actions[bot]@users.noreply.github.com
- uses: actions/setup-python@v5
with:
python-version: 3.x
- run: echo "cache_id=$(date --utc '+%V')" >> $GITHUB_ENV
- uses: actions/cache@v4
with:
key: mkdocs-material-${{ env.cache_id }}
path: .cache
restore-keys: |
mkdocs-material-
- run: pip install -r requirements.txt
- run: mkdocs gh-deploy --force
2 changes: 2 additions & 0 deletions .gitignore
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site/*
.vscode/*
14 changes: 7 additions & 7 deletions README.md
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Expand Up @@ -9,15 +9,15 @@ A multi-part seminar series on Large Language Models (LLMs).

<p align="center"><a href="https://xmind.works/share/cmFNh1uK?xid=SjTLV1U0">Large Language Models Full Topic List</a></p>

## 👉 [Emergence, Fundamentals and Landscape of LLMs](session_1)
## [Emergence, Fundamentals and Landscape of LLMs](session_1)

Covers important building blocks of what we call an LLM today, where they came from, etc. and then we'll dive into the deep universe that has sprung to life around these LLMs.

![Session 1](images/home_page/Session%201.png)



## 👉 Universe of Pretrained LLMs and Prompt Engineering
## Universe of Pretrained LLMs and Prompt Engineering

In this session, we will introduce various pretrained LLMs, encompassing both open source and proprietary options. We will explore differrnt prompt engineering techniques to use pretrained LLMs for different tasks.

Expand All @@ -26,39 +26,39 @@ In this session, we will introduce various pretrained LLMs, encompassing both op

Coming soon...

## 👉 Applications of LLMs and Application Development Frameworks
## Applications of LLMs and Application Development Frameworks

Explore diverse applications of Large Language Models (LLMs) and the frameworks essential for streamlined application development. Uncover how LLMs can revolutionize tasks and leverage frameworks for efficient integration into real-world applications.

![Session 3](images/home_page/Session%203.png)

Coming soon...

## 👉 Training and Evaluating LLMs On Custom Datasets
## Training and Evaluating LLMs On Custom Datasets

Delve into the intricacies of training and evaluating Large Language Models (LLMs) on your custom datasets. Gain insights into optimizing performance, fine-tuning, and assessing model effectiveness tailored to your specific data.

![Session 4](images/home_page/Session%204.png)

Coming soon...

## 👉 Optimizing LLMs For Inference and Deployment Techniques
## Optimizing LLMs For Inference and Deployment Techniques

Learn techniques to optimize Large Language Models (LLMs) for efficient inference. Explore strategies for seamless deployment, ensuring optimal performance in real-world applications.

![Session 5](images/home_page/Session%205.png)

Coming soon...

## 👉 Open Challanges With LLMs
## Open Challanges With LLMs

Delve into the dichotomy of small vs large LLMs, navigating production challenges, addressing research hurdles, and understanding the perils associated with the utilization of pretrained LLMs. Explore the evolving landscape of challenges within the realm of Large Language Models.

![Session 6](images/home_page/Session%206.png)

Coming soon...

## 👉 LLM Courses
## LLM Courses

List of courses to learn LLMs at your own pace.

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5 changes: 5 additions & 0 deletions images/site/infocusp_logo_blue.svg
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54 changes: 54 additions & 0 deletions mkdocs.yaml
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site_name: Large Language Models Seminar Series
copyright: Copyright &copy; 2024 Infocusp Innovations LLP
repo_url: https://github.com/InFoCusp/llm_seminar_series
docs_dir: .
site_dir: ../site
theme:
name: material
# logo: assets/icons8-code-64.png
palette:
primary: white
features:
- content.code.copy
- navigation.footer
- navigation.tabs
- navigation.expand
- navigation.path
- navigation.indexes
- navigation.top
- search.suggest
- search.share
- search.highlight
markdown_extensions:
- toc:
permalink: true
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.superfences
- admonition
- md_in_html
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
extra_css:
- stylesheets/extra.css
extra:
generator: false
social:
- icon: fontawesome/brands/linkedin
link: https://in.linkedin.com/company/infocusp
- icon: fontawesome/brands/github
link: https://github.com/InFoCusp
- icon: fontawesome/brands/instagram
link: https://instagram.com/infocuspinnovations
- icon: fontawesome/brands/x-twitter
link: https://twitter.com/_infocusp
plugins:
- search
- same-dir
4 changes: 4 additions & 0 deletions requirements.txt
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mkdocs>=1.2.2
mkdocs-material>=7.1.11
mkdocs-static-i18n>=0.18
mkdocs-same-dir>=0.1.3
4 changes: 2 additions & 2 deletions session_1/README.md
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## Session 1 - Emergence, Fundamentals and Landscape of LLMs
# Session 1 - Emergence, Fundamentals and Landscape of LLMs

<p align="center"><img src="../images/home_page/Session%201.png" alt="Sessio 1" style="width:70%;"/></p>
<p align="center"><img src="../images/home_page/Session%201.png" alt="Session 1" style="width:70%;"/></p>


Covers important building blocks of what we call an LLM today, where they came from, etc. and then we'll dive into the deep universe that has sprung to life around these LLMs.
Expand Down
2 changes: 1 addition & 1 deletion session_1/part_1_emergence_of_llms/README.md
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@@ -1,4 +1,4 @@
## The Emergence of LLMs
# The Emergence of LLMs


```mermaid
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