Discover and read the best of Twitter Threads about #Prompting

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Welcome to #chatbotvoice2023 from Berlin.

I'm throwing up some tidbits around #conversationalai live from the 5th World Chatbots & Voice Summit from Berlin.
First up, Christoph from @GetCyara

We're talking testing and assuring quality in #conversationalai Image
Testing is an impossible manual task and it needs to be automated. Done wrong, it can cost heavily. So it is a huge, but important challenge. Image
Read 83 tweets
Each of these images are the exact same prompt except the next one has 1 extra prompt set in the series.... a thread
#AI #AIart #Prompting #PromptsMastery #MasteringPrompting

Exact same seed & SD setup (no starter img) SD 2.1 Base PromptSD 2.1 Base+1 PromptSD 2.1 Base+2 PromptSD 2.1 Base+3 Prompt
Each of these images are the exact same prompt except the next one has 1 extra prompt set in the series.... (cont thread)
#AI #AIart #Prompting #PromptsMastery #MasteringPrompting

Exact same seed & SD setup (no starter img) (cont) SD 2.1 Base+6 PromptSD 2.1 Base+5 PromptSD 2.1 Base+4 PromptSD 2.1 Base+7 Prompt
Each of these images are the exact same prompt except these have exactly 1 extra prompt set in the series so far (cont thread)
#AI #AIart #Prompting #PromptsMastery #MasteringPrompting

Exact same seed & SD setup (no starter img) but each image is a different SD version SD 1.4SD 1.5SD 2.0 SD 2.1
Read 6 tweets
📢 New paper alert! How does one adapt a pre-trained visual model to novel downstream tasks without task-specific finetuning or any model modification? Inspired by #prompting in NLP, our new paper investigates Visual Prompting. (1/5) Image
Given input-output image example(s) of a new task a new input image, the goal is to produce the output image, consistent with the given examples. Posing this problem as simple image inpainting, literally just filling in a hole in a concatenated grid-like visual prompt image (2/5) Image
The secret ingredient to get this to work is the training data. To obtain image data that better resembles our visual prompts, we curated 88k unlabeled figures from paper sources on Arxiv. (3/5) Image
Read 6 tweets

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