AI Creates 15 Billion Images in Just 1.5 Years: Outpacing 150 Years by Photographers! ๐ธ ๐ผ๏ธ๐ค
- More than 15 billion images made via text-to-image AI algorithms since last year.
- DALLE-2's launch led to an average of 34 million daily creations.
- Adobe Firefly hit 1 billion images in 3 months, the fastest-growing product.
- Midjourney boasts 15 million users. - Adobe Creative Cloud's has 30 million users.
- 80% of images (12.59 billion) used Stable Diffusion (Open Source)
๐๐๐ญ๐๐๐๐: ๐๐ข๐ฆ๐ฎ๐ฅ๐๐ญ๐๐ฌ ๐ ๐ฐ๐ก๐จ๐ฅ๐ ๐ฌ๐จ๐๐ญ๐ฐ๐๐ซ๐ ๐๐จ๐ฆ๐ฉ๐๐ง๐ฒ. ๐ค
It assigns roles like product managers, architects, project managers, and engineers to GPTs.
With one line of code, generates user stories, competitive analyses, requirements, data structures, APIs, documents, and more.
๐ MetaGPT Framework for Collaborative Software Development
๐ค Efficient workflow: Humans + Large-Scale Language Models (LLMs) collaborate
๐ค ๐ฆพ MoE (Mixture of Agents)
Abs: arxiv.org/abs/2308.00352
Github: github.com/geekan/MetaGPT
Github recently surveyed 500 devs at companies >1000 employees.
๐ 92% of US programmers are using AI already with 70% reporting benefits from their use. The survey results also revealed that code volume might not be the best metric for measuring productivity when developers use AI tools.
๐ https://github.blog/2023-06-13-survey-reveals-ais-impact-on-the-developer-experience/
Open Source Dev Containers for macOS with Colima and DevPod
https://loft.sh/blog/dev-containers-with-colima-and-devpod/
Discussions: https://discu.eu/q/https://loft.sh/blog/dev-containers-with-colima-and-devpod/
The @huggingface Hub is officially open for business with the ENTERPRISE
๐๐ป๐๐ฐโก๏ธFinGPT: Revolutionizing financial services with AI and LLMs. Open-source and data-centric, it democratizes Internet-Scale financial data, empowering timely updates. Cost-effective fine-tuning, and #RLHF enable personalized financial services. #FinGPT #OpenSourceFinance #AI #ml
paper: arxiv.org/abs/2306.06031
code: https://github.com/AI4Finance-Foundation/FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize ๐ฅ We release the trained model on HuggingFace. - AI4Finance-Foundation/FinGPT
๐ The advent of AI & LLM innovation drives a rapid transition in the cloud & SaaS landscape.
more โฌ๏ธ
https://techaccelerator.substack.com/p/aiaas-tech-stack-and-the-rise-of
#AI #ML #Cloud #SaaS #PlatformEngineering #AIaaS #Innovation #AIInfrastructure #AIPlatform #AIFramework #AIAlgorithm #AIDataPipeline #AIService #AISolutions #IntelligentApps #CognitiveApps #LLM #DataFrameworks #TechCommunity #BusinessTransformation #AIRevolution #StartBuilding #StartGrowing
The latest (June 2023) landscape of vector databases.
Some additional info...
Benchmarking vector DBs: https://lnkd.in/gKMHfayS
A few missing Vector DB and Vector search entries:
https://zilliz.com/cloud
https://vespa.ai/
https://clickhouse.com/
https://lnkd.in/g_tUAn3T
https://lnkd.in/gMN6jEc8
https://lnkd.in/greTJmWE
https://opensearch.org/
https://lnkd.in/gJZrR3kX
https://lucene.apache.org/
Apache Cassandra Vector search ( https://lnkd.in/gb3r9gbr? )
Credit to map below: Yingjun Wu
DevOps Weekly
