feat(kb/ai): add llm article

knowledge base/ai/README.md

@@ -17,8 +17,8 @@ TODO
 
 ## Further readings
 
+- [Large Language Model] (LLM)
 - [Useful AI]: tools, courses, and more, curated and reviewed by experts.
-- LLMs: [ChatGPT], [Claude], [Copilot], [Duck AI], [Gemini]
 
 ### Sources
 
@@ -29,12 +29,9 @@ TODO
 
 <!-- In-article sections -->
 <!-- Knowledge base -->
+[Large Language Model]: large%20language%20model.md
+
 <!-- Files -->
 <!-- Upstream -->
 <!-- Others -->
-[ChatGPT]: https://chatgpt.com/
-[Claude]: https://claude.ai/
-[Copilot]: https://copilot.microsoft.com/
-[Duck AI]: https://duck.ai/c
-[Gemini]: https://gemini.google.com/
 [Useful AI]: https://usefulai.com/

knowledge base/ai/large language model.md

@@ -0,0 +1,104 @@
+# Large language model
+
+_Language models_ are computational model that can predict sequences in natural language.<br/>
+Useful for speech recognition, machine translation, natural language generation, optical character recognition, route
+optimization, handwriting recognition, grammar induction, information retrieval, and other tasks.
+
+_Large_ language models are predominantly based on transformers trained on large datasets, frequently including texts
+scraped from the Internet.<br/>
+They have superseded recurrent neural network-based models.
+
+<!-- Remove this line to uncomment if used
+## Table of contents <!-- omit in toc -->
+
+1. [TL;DR](#tldr)
+1. [Run LLMs Locally](#run-llms-locally)
+1. [Further readings](#further-readings)
+   1. [Sources](#sources)
+
+## TL;DR
+
+| FIXME     | Creator    |
+| --------- | ---------- |
+| [ChatGPT] | OpenAI     |
+| [Claude]  | Anthropic  |
+| [Copilot] | Microsoft  |
+| [Duck AI] | DuckDuckGo |
+| [Gemini]  | Google     |
+| [Grok]    | X          |
+| [Llama]   | Meta       |
+| [Mistral] | Mistral AI |
+
+<!-- Uncomment if used
+<details>
+  <summary>Setup</summary>
+
+```sh
+```
+
+</details>
+-->
+
+<!-- Uncomment if used
+<details>
+  <summary>Usage</summary>
+
+```sh
+```
+
+</details>
+-->
+
+<!-- Uncomment if used
+<details>
+  <summary>Real world use cases</summary>
+
+```sh
+```
+
+</details>
+-->
+
+## Run LLMs Locally
+
+Use one of the following:
+
+- [Ollama]
+- [LMStudio]
+- [vLLM]
+- [Jan]
+- [llama.cpp]
+- [Llamafile]
+
+## Further readings
+
+### Sources
+
+- [Run LLMs Locally: 6 Simple Methods]
+
+<!--
+  Reference
+  ═╬═Time══
+  -->
+
+<!-- In-article sections -->
+<!-- Knowledge base -->
+[LMStudio]: lmstudio.md
+[Ollama]: ollama.md
+[vLLM]: vllm.md
+
+<!-- Files -->
+<!-- Upstream -->
+<!-- Others -->
+[ChatGPT]: https://chatgpt.com/
+[Claude]: https://claude.ai/
+[Copilot]: https://copilot.microsoft.com/
+[Duck AI]: https://duck.ai/
+[Gemini]: https://gemini.google.com/
+[Grok]: https://grok.com/
+[Jan]: https://www.jan.ai/
+[llama.cpp]: https://github.com/ggml-org/llama.cpp
+[Llama]: https://www.llama.com/
+[Llamafile]: https://github.com/mozilla-ai/llamafile
+[Mistral]: https://mistral.ai/
+[Run LLMs Locally: 6 Simple Methods]: https://www.datacamp.com/tutorial/run-llms-locally-tutorial

knowledge base/ai/use a local llm for coding assistance in vscode.md

@@ -33,6 +33,7 @@
 
 ## Further readings
 
+- [Large Language Model] (LLM)
 - [Ollama]
 - [Continue VSCode extension]
 
@@ -47,6 +48,7 @@
 
 <!-- In-article sections -->
 <!-- Knowledge base -->
+[Large Language Model]: large%20language%20model.md
 [Ollama]: ollama.md
 
 <!-- Files -->

knowledge base/ai/vllm.md

@@ -0,0 +1,67 @@
+# Title
+
+Open source library for LLM inference and serving.
+
+<!-- Remove this line to uncomment if used
+## Table of contents <!-- omit in toc -->
+
+1. [TL;DR](#tldr)
+1. [Further readings](#further-readings)
+   1. [Sources](#sources)
+
+## TL;DR
+
+<details>
+  <summary>Setup</summary>
+
+```sh
+pip install 'vllm'
+```
+
+</details>
+
+<details>
+  <summary>Usage</summary>
+
+```sh
+vllm serve 'meta-llama/Llama-2-7b-hf' --port '8000' --gpu-memory-utilization '0.9'
+vllm serve 'meta-llama/Llama-2-70b-hf' --tensor-parallel-size '2' --port '8000'
+```
+
+</details>
+
+<!-- Uncomment if used
+<details>
+  <summary>Real world use cases</summary>
+
+```sh
+```
+
+</details>
+-->
+
+## Further readings
+
+- [Website]
+- [Codebase]
+- [Blog]
+
+### Sources
+
+- [Documentation]
+
+<!--
+  Reference
+  ═╬═Time══
+  -->
+
+<!-- In-article sections -->
+<!-- Knowledge base -->
+<!-- Files -->
+<!-- Upstream -->
+[Blog]: https://blog.vllm.ai/
+[Codebase]: https://github.com/vllm-project/vllm
+[Documentation]: https://docs.vllm.ai/en/
+[Website]: https://vllm.ai/
+
+<!-- Others -->

knowledge base/jargon.md

@@ -90,7 +90,7 @@
 | LAN     | Local Area Network                                     |                                                                                                     |
 | LED     | Light Emitting Diode                                   |                                                                                                     |
 | LIFO    | Last In First Out                                      |                                                                                                     |
-| LLM     | Large Language Model                                   |                                                                                                     |
+| LLM     | [Large Language Model]                                 |                                                                                                     |
 | M2COTS  | Mass Market COTS                                       | Widely available COTS products                                                                      |
 | MR      | Merge Request                                          | Prevalently used in GitLab                                                                          |
 | NACL    | Network ACL                                            |                                                                                                     |
@@ -182,6 +182,7 @@
 [fish]: fish.md
 [iac]: iac.md
 [kubernetes]: kubernetes/README.md
+[Large Language Model]: ai/large%20language%20model.md
 [lora]: lora.md
 [siem]: siem.md
 [snowflake]: snowflake/README.md