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Can LLMs learn from a single example?
We’ve noticed an unusual training pattern in fine-tuning LLMs. At first we thought it’s a bug, but now we think it shows LLMs can learn effectively from a single example.
Topics /
AI & Machine Learning
The most popular blog posts about ai & machine learning on Hacker News. 387 posts.
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Claude 2
Claude 2 brings improved performance, a 100K token context window, and 2x better harmlessness, available via API and the claude.ai beta.
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LLaMA: A foundational, 65B-parameter large language model
Today, we’re releasing our LLaMA (Large Language Model Meta AI) foundational model with a gated release. LLaMA is more efficient and competitive with previously published models of a similar size on existing benchmarks.
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What is a Vector Database? (2021)
Discover Vector Databases: How They Work, Examples, Use Cases, Pros & Cons, Selection and Implementation. They have combined capabilities of traditional databases and standalone vector indexes while specializing for vector embeddings.
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Cheating is All You Need
There is something legendary and historic happening in software engineering, right now as we speak, and yet most of you don't realize at all how big it is.
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New AI classifier for indicating AI-written text
We’re launching a classifier trained to distinguish between AI-written and human-written text.
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Khan Academy integrates GPT-4 as every student’s customized tutor
Khan Academy explores the potential for GPT-4 in a limited pilot program.
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GPT-3.5 Turbo fine-tuning and API updates
Developers can now bring their own data to customize GPT-3.5 Turbo for their use cases.
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PoisonGPT: We hid a lobotomized LLM on Hugging Face to spread fake news
We will show in this article how one can surgically modify an open-source model, GPT-J-6B, and upload it to Hugging Face to make it spread misinformation while being undetected by standard benchmarks.
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Duolingo Max, a learning experience powered by GPT-4
Duolingo’s newest subscription, Duolingo Max, offers a powerful AI-backed learning experience.
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FunSearch: Making new discoveries in mathematical sciences using LLMs
We introduce FunSearch, a method for searching for “functions” written in computer code, and find new solutions in mathematics and computer science. FunSearch works by pairing a pre-trained LLM, whose goal is to provide creative solutions in the form of computer code, with an automated “evaluator”, which guards…
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First Impressions with GPT-4V(ision)
In this guide, we share findings experimenting with GPT-4 with Vision, released by OpenAI in September 2023.
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Animate Anyone: Image-to-video synthesis for character animation
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
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Function calling and other API updates
We’re announcing updates including more steerable API models, function calling capabilities, longer context, and lower prices.
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Stable Audio: Fast Timing-Conditioned Latent Audio Diffusion
Stable Audio represents the cutting-edge audio generation research by Stability AI’s generative audio research lab, Harmonai. We continue to improve our model architectures, datasets, and training procedures to improve output quality, controllability, inference speed, and output length.
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Releasing 3B and 7B RedPajama
Together releases the RedPajama-INCITE 3B and 7B model family, including base, instruction-tuned, and chat versions, with the 3B model running on an RTX 2070.
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March 20 ChatGPT outage: Here’s what happened
An update on our findings, the actions we’ve taken, and technical details of the bug.
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Microsoft 365 Copilot – your copilot for work
Humans are hard-wired to dream, to create, to innovate. Each of us seeks to do work that gives us purpose — to write a great novel, to make a discovery, to build strong communities, to care for the sick. The urge to connect to the core of our work lives in all of us. But...
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Making AMD GPUs competitive for LLM inference
MLC-LLM makes it possible to compile LLMs and deploy them on AMD GPUs using ROCm with competitive performance. More specifically, AMD Radeon™ RX 7900 XTX gives 80% of the speed of NVIDIA® GeForce RTX™ 4090 and 94% of the speed of NVIDIA® GeForce RTX™ 3090Ti for Llama2-7B/13B. Besides ROCm, our Vulkan support allows us…
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Vespa.ai is spinning out of Yahoo as a separate company
Vespa is becoming its own company!
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Statement on AI Risk
A statement jointly signed by a historic coalition of experts: “Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war.”
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Open source solution replicates ChatGPT training process
Colossal-AI offers an open-source solution to efficiently replicate ChatGPT-like model training at high speed and low cost.
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Purple Llama: Towards open trust and safety in generative AI
Meta AI announces Purple Llama, a project for open trust and safety in generative AI, with tools for cybersecurity and input/output filtering.
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How Zoom’s terms of service and practices apply to AI features
As part of our commitment to transparency and user control, we're providing clarity on our approach to Zoom’s AI features and content sharing for product improvement purposes.
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Where Is OpenCV 5?
Dear Community, In a world where massive AI projects are closed-source, and a handful of companies are set to control the future of AI, people are rightfully asking, where is OpenCV 5? OpenCV has been the standard for publicly available, free-for-commercial use, open-source computer vision for over 20 years. We have…
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Amazon CodeWhisperer, Free for Individual Use, Is Now Generally Available
Today, Amazon CodeWhisperer, a real-time AI coding companion, is generally available and also includes a CodeWhisperer Individual tier that’s free to use for all developers. Originally launched in preview last year, CodeWhisperer keeps developers in the zone and productive, helping them write code quickly and securely…
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So you want to build your own open source chatbot
A small team within Mozilla’s innovation group recently undertook a hackathon to build a trustworthy internal chatbot prototype.