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Episode 16 - Midjourney vs Google SGE vs OpenAI DALL-E 3
Manage episode 407381680 series 3560533
Sisällön tarjoaa Jeff Hwang and Seymour Duncker. Jeff Hwang and Seymour Duncker tai sen podcast-alustan kumppani lataa ja toimittaa kaiken podcast-sisällön, mukaan lukien jaksot, grafiikat ja podcast-kuvaukset. Jos uskot jonkun käyttävän tekijänoikeudella suojattua teostasi ilman lupaasi, voit seurata tässä https://fi.player.fm/legal kuvattua prosessia.
Seymour and Jeff discuss the recently announced updates from OpenAI, especially regarding image generation in GPT-4 and DALL-E 3. Our ranking of image generation AI's from best to worst: (1) Midjourney, (2) Google Search Generative Experience (SGE), and finally (3) DALL-E.
Jeff closes by talking about the recent LLM workshop he conducted for junior high and middle school students.
Links:
- OpenAI announces new voice chat and image features for ChatGPT.
- DALL-E 3 update.
- Google Converse aka Google SGE is still better than DALL-E.
- Midjourney is still the best.
- Regarding earlier deep learning methods of translating sketches into finished drawings, Jeff was thinking of NVIDIA's GauGAN, based on SPatially-Adaptive DEnormalization (SPADE).
- 2019 blog post by NVIDIA.
- Associated paper at arXiv and code at GitHub.
- From Jeff's workshop:
- Definitions for the G,P, and T in "ChatGPT"
- Generative (as in generative AI--see this entire podcast 😉).
- Pre-trained.
- Transformer.
- Meta/FB's Llama2 (7 Billion parameters).
- Fine-Tuning–one of part of many methods to optimize a base model. See charts in this NVIDIA article.
- Low-Rank Adaptation:
- Conceptual article about LoRA at HuggingFace.
- Original LoRA 2021 paper.
- May 2023 QLoRA paper.
- August 2023 LoRA-FA paper.
- Short Wikipedia description of LoRA.
- Definitions for the G,P, and T in "ChatGPT"
- 2019 programmer joke about using Google and StackOverflow.
Send questions/comments to stepfunctionpod@gmail.com and find us on the web at www.stepfunction.org
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