AI/ML

AI/ML

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minimaxir/simpleaichat: Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
minimaxir/simpleaichat: Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

simpleaichat is a Python package for easily interfacing with chat apps like ChatGPT and GPT-4 with robust features and minimal code complexity. This tool has many features optimized for working with ChatGPT as fast and as cheap as possible, but still much more capable of modern AI tricks than most implementations:

Create and run chats with only a few lines of code! Optimized workflows which minimize the amount of tokens used, reducing costs and latency. Run multiple independent chats at once. Minimal codebase: no code dives to figure out what's going on under the hood needed! Chat streaming responses and the ability to use tools. Async support, including for streaming and tools. Ablity to create more complex yet clear workflows if needed, such as Agents. (Demo soon!) Coming soon: more chat model support (PaLM, Claude)!

#python
·github.com·
minimaxir/simpleaichat: Python package for easily interfacing with chat apps, with robust features and minimal code complexity.
ggml.ai
ggml.ai
ggml is a tensor library for machine learning to enable large models and high performance on commodity hardware. It is used by llama.cpp and whisper.cpp
·ggml.ai·
ggml.ai
Bringing LLM Fine-Tuning and RLHF to Everyone
Bringing LLM Fine-Tuning and RLHF to Everyone
Argilla Feedback is purpose-built to support customized and multi-aspect feedback in LLM projects. Serving as a critical solution for fine-tuning and Reinforcement Learning from Human Feedback (RLHF), Argilla Feedback provides a flexible platform for the evaluation, monitoring, and fine-tuning tailored to enterprise use cases.
·argilla.io·
Bringing LLM Fine-Tuning and RLHF to Everyone
Google’s AI-powered search experience is way too slow - The Verge
Google’s AI-powered search experience is way too slow - The Verge

Google has introduced an experimental feature called Search Generative Experience (SGE) that uses AI to summarize search results, aiming to make search queries more complex and conversational. SGE is currently only available to people who sign up for Google’s waitlist on its Search Labs, where AI summaries appear right under the search box. The author of the article found the SGE responses generally accurate but cluttered with extra information, such as source information displayed as cards and potential follow-up prompts. The author criticized the SGE feature for its slow loading times, with some search results taking up to six seconds to load, which he found frustrating compared to the instant results of traditional Google Search. The SGE feature also returned error messages for some of the top-searched terms, such as "YouTube," "Amazon," "Wordle," "Twitter," and "Roblox," stating that an AI-powered overview was not available for these searches.

#search
·theverge.com·
Google’s AI-powered search experience is way too slow - The Verge
Top AI researcher dismisses AI 'extinction' fears, challenges 'hero scientist' narrative | VentureBeat
Top AI researcher dismisses AI 'extinction' fears, challenges 'hero scientist' narrative | VentureBeat
First of all, I think that there are just too many letters. Generally, I’ve never signed any of these petitions. I always tend to be a bit more careful when I sign my name on something. I don’t know why people are just signing their names so lightly.
Lindsey Graham pointed out the military use of AI. That is actually happening now. But Sam Altman couldn’t even give a single proposal on how the immediate military use of AI should be regulated. At the same time, AI has a potential to optimize healthcare so that we can implement a better, more equitable healthcare system, but none of that was actually discussed.
But now the hero scientist narrative has come back in. There’s a reason why in these letters, they always put Geoff and Yoshua at the top. I think this is actually harmful in a way that I never thought about.
’m not a fan of Effective Altruism (EA) in general. And I am very aware of the fact that the EA movement is the one that is actually driving the whole thing around AGI and existential risk. I think there are too many people in Silicon Valley with this kind of savior complex. They all want to save us from the inevitable doom that only they see and they think only they can solve.
#ethics
·venturebeat.com·
Top AI researcher dismisses AI 'extinction' fears, challenges 'hero scientist' narrative | VentureBeat
MinIO | High Performance, Kubernetes Native Object Storage
MinIO | High Performance, Kubernetes Native Object Storage

MinIO is a high-performance, S3 compatible object store. It is built for large scale AI/ML, data lake and database workloads. It runs on-prem and on any cloud (public or private) and from the data center to the edge. MinIO is software-defined and open source under GNU AGPL v3.

#data#hardware
·min.io·
MinIO | High Performance, Kubernetes Native Object Storage