Codespace symmetrical happiness gx45q7xwpqc97x5

.specui/spec.yml

@@ -0,0 +1 @@
+# SpecUI Configuration

.vscode/launch.json

@@ -0,0 +1,26 @@
+{
+	// Use IntelliSense to learn about possible attributes.
+	// Hover to view descriptions of existing attributes.
+	// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+	"version": "0.2.0",
+	"configurations": [
+
+		true
+		azure
+
+
+
+
+		{
+			"type": "azure-pipelines-vscode-ext",
+			"request": "launch",
+			"name": "Test Pipeline (watch)",
+			"program": "${workspaceFolder}/azure-pipeline.yml",
+			"repositories": {},
+			"parameters": {},
+			"variables": {},
+			"preview": true,
+			"watch": true
+		}
+	]
+}

.vscode/settings.json

@@ -0,0 +1,37 @@
+{
+    "eepl.target.device": {
+        "description": "[Device]",
+        "devManId": 0,
+        "devName": "Select Target",
+        "frameWorkVerA": 0,
+        "frameWorkVerB": 22,
+        "triplet": "thumbv7m-none-none-eabi",
+        "pathToFile": "",
+        "periphInfo": {
+            "aoCount": 3,
+            "relayCount": 6,
+            "uartCount": 8,
+            "uiCount": 11,
+            "flashSize": 262144,
+            "ramSize": 65536,
+            "flashPageSize": 256,
+            "isDesktop": false,
+            "isResourcesInternal": false
+        },
+        "stdlib": "armv7m",
+        "includePaths": [],
+        "stdlibs": [],
+        "runtime": "clang_rt.builtins-armv7m"
+    },
+    "eepl.eflash.parity": "even",
+    "eepl.eflash.isSetDefauls": true,
+    "python.testing.unittestArgs": [
+        "-v",
+        "-s",
+        ".",
+        "-p",
+        "*test.py"
+    ],
+    "python.testing.pytestEnabled": false,
+    "python.testing.unittestEnabled": true
+}

articles/how_to_work_with_large_language_models.md

@@ -55,7 +55,7 @@ Ted Chiang
 
 ### Completion prompt example
 
-Completion-style prompts take advantage of how large language models try to write text they think is mostly likely to come next. To steer the model, try beginning a pattern or sentence that will be completed by the output you want to see. Relative to direct instructions, this mode of steering large language models can take more care and experimentation. In addition, the models won't necessarily know where to stop, so you will often need stop sequences or post-processing to cut off text generated beyond the desired output.
+Completion-style prompts take advantage of how large language models try to write text they think is most likely to come next. To steer the model, try beginning a pattern or sentence that will be completed by the output you want to see. Relative to direct instructions, this mode of steering large language models can take more care and experimentation. In addition, the models won't necessarily know where to stop, so you will often need stop sequences or post-processing to cut off text generated beyond the desired output.
 
 Example completion prompt:
 

articles/related_resources.md

@@ -15,6 +15,7 @@ People are writing great tools and papers for improving outputs from GPT. Here a
 - [LangChain](https://github.com/hwchase17/langchain): A popular Python/JavaScript library for chaining sequences of language model prompts.
 - [LiteLLM](https://github.com/BerriAI/litellm): A minimal Python library for calling LLM APIs with a consistent format.
 - [LlamaIndex](https://github.com/jerryjliu/llama_index): A Python library for augmenting LLM apps with data.
+- [LLMOps Database](https://www.reddit.com/r/LocalLLaMA/comments/1h4u7au/a_nobs_database_of_how_companies_actually_deploy/): Database of how companies actually deploy LLMs in production.
 - [LMQL](https://lmql.ai): A programming language for LLM interaction with support for typed prompting, control flow, constraints, and tools.
 - [OpenAI Evals](https://github.com/openai/evals): An open-source library for evaluating task performance of language models and prompts.
 - [Outlines](https://github.com/normal-computing/outlines): A Python library that provides a domain-specific language to simplify prompting and constrain generation.
@@ -25,7 +26,7 @@ People are writing great tools and papers for improving outputs from GPT. Here a
 - [Prompttools](https://github.com/hegelai/prompttools): Open-source Python tools for testing and evaluating models, vector DBs, and prompts.
 - [Scale Spellbook](https://scale.com/spellbook): A paid product for building, comparing, and shipping language model apps.
 - [Semantic Kernel](https://github.com/microsoft/semantic-kernel): A Python/C#/Java library from Microsoft that supports prompt templating, function chaining, vectorized memory, and intelligent planning.
-- [Vellum](https://www.vellum.ai/): A paid AI product development platform to experiment with, evaluate, and deploy advanced LLM apps. 
+- [Vellum](https://www.vellum.ai/): A paid AI product development platform to experiment with, evaluate, and deploy advanced LLM apps.
 - [Weights & Biases](https://wandb.ai/site/solutions/llmops): A paid product for tracking model training and prompt engineering experiments.
 - [YiVal](https://github.com/YiVal/YiVal): An open-source GenAI-Ops tool for tuning and evaluating prompts, retrieval configurations, and model parameters using customizable datasets, evaluation methods, and evolution strategies.
 
@@ -36,7 +37,7 @@ People are writing great tools and papers for improving outputs from GPT. Here a
 - [Lil'Log Prompt Engineering](https://lilianweng.github.io/posts/2023-03-15-prompt-engineering/): An OpenAI researcher's review of the prompt engineering literature (as of March 2023).
 - [OpenAI Cookbook: Techniques to improve reliability](https://cookbook.openai.com/articles/techniques_to_improve_reliability): A slightly dated (Sep 2022) review of techniques for prompting language models.
 - [promptingguide.ai](https://www.promptingguide.ai/): A prompt engineering guide that demonstrates many techniques.
-- [Xavi Amatriain's Prompt Engineering 101 Introduction to Prompt Engineering](https://amatriain.net/blog/PromptEngineering) and [202 Advanced Prompt Engineering](https://amatriain.net/blog/prompt201): A basic but opinionated introduction to prompt engineering and a follow up collection with many advanced methods starting with CoT.   
+- [Xavi Amatriain's Prompt Engineering 101 Introduction to Prompt Engineering](https://amatriain.net/blog/PromptEngineering) and [202 Advanced Prompt Engineering](https://amatriain.net/blog/prompt201): A basic but opinionated introduction to prompt engineering and a follow up collection with many advanced methods starting with CoT.
 
 ## Video courses
 
@@ -46,7 +47,6 @@ People are writing great tools and papers for improving outputs from GPT. Here a
 - [Scrimba course about Assistants API](https://scrimba.com/learn/openaiassistants): A 30-minute interactive course about the Assistants API.
 - [LinkedIn course: Introduction to Prompt Engineering: How to talk to the AIs](https://www.linkedin.com/learning/prompt-engineering-how-to-talk-to-the-ais/talking-to-the-ais?u=0): Short video introduction to prompt engineering
 
-
 ## Papers on advanced prompting to improve reasoning
 
 - [Chain-of-Thought Prompting Elicits Reasoning in Large Language Models (2022)](https://arxiv.org/abs/2201.11903): Using few-shot prompts to ask models to think step by step improves their reasoning. PaLM's score on math word problems (GSM8K) rises from 18% to 57%.

authors.yaml

@@ -10,7 +10,7 @@
 
 cathykc:
   name: "Kai Chen"
-  website: "https://twitter.com/cathykaic"
+  website: "https://github.com/cathykc"
   avatar: "https://pbs.twimg.com/profile_images/1657816900817272832/ioGq5O0t_400x400.jpg"
 
 shyamal-anadkat:
@@ -26,17 +26,22 @@ simonpfish:
 joe-at-openai:
   name: "Joe Palermo"
   website: "https://www.linkedin.com/in/joe-palermo-99219237"
-  avatar: "https://media.licdn.com/dms/image/C4E03AQF_tsi7Kom0rg/profile-displayphoto-shrink_800_800/0/1630002100665?e=1704931200&v=beta&t=z3HKO9FmGHJIxhes9TXRzw-8iY-CBsEZYZc8zTogiLU"
+  avatar: "https://avatars.githubusercontent.com/u/117690718?v=4"
 
 mwu1993:
   name: "Michael Wu"
   website: "https://www.linkedin.com/in/michael-wu-77440977/"
-  avatar: "https://media.licdn.com/dms/image/C5603AQFhQfx0I-raUg/profile-displayphoto-shrink_800_800/0/1527451059977?e=1704931200&v=beta&t=wkFOj0Rigp6e9wm7aZdziOQ6jHARyXj3EoK1K8jaaas"
+  avatar: "https://avatars.githubusercontent.com/u/1650674?v=4"
+
+narenoai:
+  name: "Naren Sankaran"
+  website: "https://www.linkedin.com/in/snarendran/"
+  avatar: "https://avatars.githubusercontent.com/u/196844623?s=400&u=d669669fd962473d606a97801367ba96fc548287&v=4"
 
 ibigio:
   name: "Ilan Bigio"
   website: "https://twitter.com/ilanbigio"
-  avatar: "https://pbs.twimg.com/profile_images/1688302223250378752/z-99TOMH_400x400.jpg"
+  avatar: "https://pbs.twimg.com/profile_images/1841544725654077440/DR3b8DMr_400x400.jpg"
 
 jhills20:
   name: "James Hills"
@@ -91,7 +96,7 @@ dylanra-openai:
 royziv11:
   name: "Roy Ziv"
   website: "https://www.linkedin.com/in/roy-ziv-a46001149/"
-  avatar: "https://media.licdn.com/dms/image/D5603AQHkaEOOGZWtbA/profile-displayphoto-shrink_200_200/0/1699500606122?e=1723075200&v=beta&t=2h6JQpVYm0YncvJRCxCHMB-PmGLg2m3UNbfOB0Yc8rM"
+  avatar: "https://avatars.githubusercontent.com/u/103690170?v=4"
 
 justonf:
   name: "Juston Forte"
@@ -118,3 +123,132 @@ aa-openai:
   website: "https://www.linkedin.com/in/allisonaugust/"
   avatar: ""
 
+keelan-openai:
+  name: "Keelan Schule"
+  website: "https://www.linkedin.com/in/keelanschule/"
+  avatar: "https://avatars.githubusercontent.com/u/175734151?v=4"
+
+aa-openai:
+  name: "Allison August"
+  website: "https://www.linkedin.com/in/allisonaugust/"
+  avatar: "https://avatars.githubusercontent.com/u/172655668?v=4"
+
+alwestmo-openai:
+  name: "Anthony Westmoreland"
+  website: "https://www.linkedin.com/in/westmorelandanthony/"
+  avatar: "https://avatars2.githubusercontent.com/u/175844346"
+
+dan-openai:
+  name: "Daniel Halpern"
+  website: "https://www.linkedin.com/in/dhalp/"
+  avatar: "https://avatars.githubusercontent.com/u/175367970"
+
+eszuhany-openai:
+  name: "Eric Szuhany"
+  website: "https://www.linkedin.com/in/szuhany/"
+  avatar: "https://avatars.githubusercontent.com/u/164391912"
+
+pap-openai:
+  name: "Pierre-Antoine Porte"
+  website: "https://www.linkedin.com/in/portepa/"
+  avatar: "https://avatars.githubusercontent.com/u/174109416?v=4"
+
+evanweiss-openai:
+  name: "Evan Weiss"
+  website: "https://www.linkedin.com/in/evanpweiss/"
+  avatar: "https://avatars.githubusercontent.com/u/150647345"
+
+girishd:
+  name: "Girish Dusane"
+  website: "https://www.linkedin.com/in/girishdusane/"
+  avatar: "https://avatars.githubusercontent.com/u/272708"   
+
+lxing-oai:
+  name: "Luke Xing"
+  website: "https://www.linkedin.com/in/lukexing/"
+  avatar: "https://avatars.githubusercontent.com/u/176698727"
+
+gladstone-openai:
+  name: "Kevin Gladstone"
+  website: "https://github.com/gladstone-openai"
+  avatar: "https://avatars.githubusercontent.com/u/149190645"
+
+lspacagna-oai:
+  name: "Lee Spacagna"
+  website: "https://github.com/lspacagna-oai"
+  avatar: "https://avatars.githubusercontent.com/u/175367019"
+
+joecasson-openai:
+  name: "Joe Casson"
+  website: "https://github.com/joecasson-openai"
+  avatar: "https://avatars.githubusercontent.com/u/178522625"
+
+ericning-o:
+  name: "Eric Ning"
+  website: "https://github.com/ericning-o"
+  avatar: "https://avatars.githubusercontent.com/u/182030612"
+
+zeyuangu-adzviser:
+  name: "Zeyuan Gu"
+  website: "https://www.linkedin.com/in/goo/"
+  avatar: "https://avatars.githubusercontent.com/u/25328738"
+
+alwell-kevin:
+  name: "Kevin Alwell"
+  website: "https://github.com/alwell-kevin"
+  avatar: "https://avatars.githubusercontent.com/u/26548363"
+
+danial-openai:
+  name: "Danial Mirza"
+  website: "https://github.com/danial-openai"
+  avatar: "https://avatars.githubusercontent.com/u/178343703"
+
+gbergengruen:
+  name: "Guillermo Bergengruen"
+  website: "https://github.com/gbergengruen"
+  avatar: "https://avatars.githubusercontent.com/u/140010883"
+
+ishida-openai:
+  name: "Shuhei Ishida"
+  website: "https://www.linkedin.com/in/shuhei-i/"
+  avatar: "https://avatars.githubusercontent.com/u/186007001"
+
+erickgort:
+  name: "Erick Gort"
+  website: "https://www.linkedin.com/in/erick-gort-32ab1678/"
+  avatar: "https://avatars.githubusercontent.com/u/189261906?v=4"
+
+kylecote-tray:
+  name: "Kyle Cote"
+  website: "https://github.com/kylecote-tray"
+  avatar: "https://avatars.githubusercontent.com/u/53836176"
+
+MW-OAI:
+  name: "Mitch Welzen"
+  website: "https://www.linkedin.com/in/mitchwelzen/"
+  avatar: "https://media.licdn.com/dms/image/v2/C5603AQHC8-1q4MwH1A/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1592824550774?e=1742428800&v=beta&t=3mudgDyuzNU2a4gx1gue4DPyhaui7kbB7e7U8vyOo-g"
+
+dwigg-openai:
+  name: "Danny Wigg"
+  website: "https://www.linkedin.com/in/dannywigg/"
+  avatar: "https://media.licdn.com/dms/image/v2/C4D03AQEjMSl0pMR_qw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1587647134114?e=1743033600&v=beta&t=XmULCSmk6V6YFmlyBggxj5uJeoYYuaYUKgcByKlS0K0"
+
+msingh-openai:
+  name: "Mandeep Singh"
+  website: "https://github.com/msingh-openai"
+  avatar: "https://avatars.githubusercontent.com/u/168678187?v=4"
+
+ted-at-openai:
+  name: "Ted Sanders"
+  website: "https://github.com/ted-at-openai"
+  avatar: "https://avatars.githubusercontent.com/u/95656834?v=4"
+
+MikeHeaton:
+  name: "Mike Heaton"
+  website: "https://github.com/MikeHeaton"
+  avatar: "https://avatars.githubusercontent.com/u/11911723?v=4"
+
+  Nichebiche:
+  name: "Nichole Christie"
+  website: "https://github.com/Nichebiche"
+  avatar: "https://avatars.githubusercontent.com/u/nichebiche?v=4"