Sandra Kublik Profile picture
Jun 21 11 tweets 7 min read Twitter logo Read on Twitter
I remember when I got into the beta user list for GPT-3.0, and interacting with it became my daily hobby.

Fast forward three years and your stance on large language models can make or break your company's stock price!

Business adoption is imminent. 🧵👇🏻 #llms Image
I’m super excited about the emerging tool stack that helps to deploy and scale real-world LLM solutions.

I made a YouTube video about a big-picture overview of four tools from the emerging LLM developer stack that lets you build advanced LLM apps 👇🏻
YouTube video link:
The four categories are:

1. Foundation models
2. Data frameworks
3. Vector embeddings and vector databases
4. Agent frameworks
I also threw in some really cool and helpful demos and resources to learn more about them and get started with your own LLM apps, like:
@disiok 's @llama_index demo, Ask Complex Queries over Multiple Documents
🔥
@JayAlammar notebook, Wikipedia Semantic Search with @CohereAI + @weaviate_io github.com/cohere-ai/note… 🔥

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More from @sandra_kublik

Feb 27
1/10 Working with LLMs is exciting & powerful, but there are few things I wish I had known getting started with prompt engineering.

Here are 8 tips for getting the most out of @Cohere's Generate, #ChatGPT, #GPT3, and other text generation models🧵👇🏻

🎬
2/10
I am using @CohereAI 's Generate to illustrate my points.

1. Start small!

Don’t try to do too much at once. Give the model simple, straightforward tasks and gradually build up to more complex ones.

A great example of a simple instruction can start with: "Write a ....".
3/10

2. Experiment and iterate.

Make a rule of experimenting with different versions of your prompt to see what works best for your model. Even small tweaks can do wonders for the quality of your output. 🧪👩‍🔬
Read 10 tweets
Nov 16, 2022
1/n I made a list of the 13 most mind-bending Stable Diffusion uses I’ve seen so far. 🌈
See🧵for details.

#stablediffusion
2/n Architectural Sketches
@rostenbach created incredible architectural renderings which made me think of future architecture generated by ai
artstation.com/blogs/rostenba…
3/n Search Engine
@sharifshameem scrapped millions of SD-generated images and turned them into a @LexicaArt search engine for creative assets
Read 20 tweets

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