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New
The latest blog posts to take off on Hacker News. 3,241 posts.
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Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models
We examine the Llama-2 models under 3 real-world use cases and show that fine-tuning yields significant accuracy improvements.
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Do Machine Learning Models Memorize or Generalize?
An interactive introduction to grokking and mechanistic interpretability.
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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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StableCode
Stability AI has just announced the release of StableCode, its very first LLM generative AI product for coding. This product is designed to assist programmers with their daily work while also providing a great learning tool for new developers ready to take their skills to the next level.
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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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MK-1
AMD acquires MK1, welcoming their world-class team and marking another key milestone in our strategy to advance AI performance and efficiency.
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IBM and NASA open-source largest geospatial AI foundation model on Hugging Face
IBM & open-source AI platform Hugging Face today announced that IBM's watsonx.ai geospatial foundation model – built from NASA's satellite data – will now be openly available on Hugging Face.
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Double neural bypass restores movement, sense of touch after paralysis
Using brain implants, artificial intelligence and novel stimulation technology, double neural bypass technology restores quadraplegic man’s sense of touch and movement.
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Add an AI Code Copilot to your product using GPT-4
The AI Code Copilot has been replaced by the more powerful AI Chat feature.
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IBM and NASA Open Source Largest Geospatial AI Foundation Model on Hugging Face
IBM & open-source AI platform Hugging Face today announced that IBM's watsonx.ai geospatial foundation model – built from NASA's satellite data – will now be openly available on Hugging Face.
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Meta’s Reality Labs prototype hardware
Both Butterscotch Varifocal and Flamera are very much in the research stage, and the technologies they’re investigating may never make their way into a consumer-facing product. And, as we hope you’ll come to see, that’s very much the point.
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Cookbook: Finetuning Llama 2 in your own cloud environment, privately
An operational guide on finetuning Llama 2, ready for commercial use.
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Run Llama 2 uncensored locally
This post will give some example comparisons running Llama 2 uncensored model versus its censored model.
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Open-sourcing AudioCraft: Generative AI for audio
AudioCraft is a simple framework that generates high-quality, realistic audio and music from text-based user inputs after training on raw audio signals as opposed to MIDI or piano rolls.
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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.
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LeMUR: LLMs for Audio and Speech
Introducing LeMUR, our new framework for applying powerful LLMs to transcribed speech With a single line of code, LeMUR can quickly process audio transcripts for up to 10 hours worth of audio content, which effectively translates into ~150k tokens, for tasks like summarization and question answer.
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LLaMA2 Chat 70B outperformed ChatGPT
AlpacaEval an LLM-based automatic evaluation that is fast, cheap, and reliable. It is based on the AlpacaFarm evaluation set, which tests the ability of models to follow general user instructions. These responses are then compared to reference responses (Davinci003 for AlpacaEval, GPT-4 Preview for AlpacaEval 2.0) by…
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OverflowAI
Let’s highlight the new features and products we announced today from the stage of WeAreDevelopers.
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How to scale LLMs better with an alternative to transformers
Monarch Mixer: Revisiting BERT, Without Attention or MLPs
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Guide to running Llama 2 locally
How to run Llama 2 on Mac, Linux, Windows, and your phone.
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A simple guide to fine-tuning Llama 2
Brev.Dev Instances Console
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Teach your LLM to answer with facts, not fiction
Learn how to train LLM for accurate answers with VectorSQL which allows you to execute finely-grained vector searches to target and retrieve the required information
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FreeWilly 1 and 2, two new open-access LLMs
Stability AI and its CarperAI lab are proud to announce FreeWilly1 and its successor FreeWilly2, two powerful new, open access, Large Language Models (LLMs). Both models demonstrate exceptional reasoning ability across varied benchmarks.
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Custom instructions for ChatGPT
We’re rolling out custom instructions to give you more control over how ChatGPT responds. Set your preferences, and ChatGPT will keep them in mind for all future conversations.
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TypeChat
July 20, 2023 by Anders Hejlsberg, Steve Lucco, Daniel Rosenwasser, Pierce Boggan, Umesh Madan, Mike Hopcroft, and Gayathri Chandrasekaran
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Use pytorch2+cu118 with ADA hardware for 50%+ speedup
GPUX is a distributed supercomputer.
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SHOW-1 and Showrunner Agents in Multi-Agent Simulations
South Park AI is an example of how to generate high-quality episodic content through the use of showrunner agents in the simulation. #AI #simulation #multi-agent
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