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Playing with genetic algorithms in Python
Edit: This post made it to the front page of Hacker News! You can find the discussion here.
Top posts
Every blog post that took off on Hacker News, ranked by the votes of its best submission. 789 posts.
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Finetuning LLMs on a Single GPU Using Gradient Accumulation
From the PyTorch Lightning creators. Own your AI, don't rent it. Lightning is the AI cloud to build, train, and deploy your own models on 36,000+ NVIDIA GPUs.
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Can I remove my personal data from GenAI training datasets?
Short answer: Practically-speaking, probably not.
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DALL·E 3 is now available in ChatGPT Plus and Enterprise
We developed a safety mitigation stack to ready DALL·E 3 for wider release and are sharing updates on our provenance research.
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Bootstrapping self awareness in GPT-4: Towards recursive self inquiry
Or, Look Ma – I Made GPT-4 Self Aware!
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OpenAI Begins Tackling ChatGPT Data Leak Vulnerability
OpenAI seems to have implemented some mitigation steps for a well-known data exfiltration vulnerability in ChatGPT. Attackers can use image markdown rendering …
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Standardizing next-generation narrow precision data formats for AI
Realizing the full potential of next-generation deep learning requires highly efficient AI infrastructure. For a computing platform to be scalable and cost efficient, optimizing every layer of the AI stack, from algorithms to hardware, is essential. Advances in narrow-precision AI data formats and associated optimized…
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Building a ChatGPT-enhanced Python REPL
In this blog I share my experience in building a Python REPL augmented with ChatGPT. I explore how the application is built, and speculate on software engineering patterns and paradigms that might emerge in systems built on Large Language Models (LLMs). GEPL - Generate, Evaluate, Print, Loop Link to this section…
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Combine GPTs with private knowledge for actually useful AIs
Custom GPTs by OpenAI are practically free new hires. But as as new hires go, most are not very useful.
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We're not Platonists, we've just learned the bitter lesson
Machine Alignment Monday, 7/24/23
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Humanness in the Age of AI
A path to an open and permissionless identity protocol.
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A Multi-Level View of LLM Intentionality
Prompted by Keith Frankish's recent streamed discussion of LLM intentionality on YouTube , there's a particular idea I wanted to share which...
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AI has poisoned its own well
What will happen to GPT-{n} once LLMs contribute much of the language found online? We find that use of model-generated content in training causes irreversible defects in the resulting models, where tails of the original content distribution disappear. We refer to this effect as Model Collapse and show that it can…
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LLM Falcon 180B Needs 720GB RAM to Run
Yes, if you have enough CPU RAM
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PyTorch at the Edge: Deploy 964 TIMM Models on Android with TorchScript
Learn and deploy over 900+ cutting edge PyTorch classification models on Android.
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Multi-camera real-time object detection with WebRTC and YOLO
今年是yl7703永利集团建校101周年。百年来，学校培育了数十万名校友，一代代西财人从这里出发，在更广阔的舞台上砥砺奋进。他们或许身处不同城市、不同行业，但始终秉持着“经世济民、孜孜以求”的西财精神，以专业能力践行初心使命，以实干担当诠释西财风骨，在各自岗位上发光发热、建功立业。本期《看见》，带我们一起走进2001级法学院校友、海润天睿律师事务所高级合伙人熊川的故事。2001年的秋天，我提着行李箱，第一次踏进西...
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Training and aligning LLMs with RLHF and RLHF alternatives
I frequently reference a process called Reinforcement Learning with Human Feedback (RLHF) when discussing LLMs, whether in the research news or tutorials.
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Turing awardees republished key methods and ideas without credit
Whose Creators They Failed to Credit
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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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20x faster than pgvector: HNSW index in Postgres with pg_embedding
We’re excited to announce the release of our pg_embedding extension for Postgres and LangChain! The new pg_embedding extension brings 20x the speed for 99% accuracy to graph-based approximate nearest neighbor search to your Postgres databases. While the pgvector extension with IVFFlat indexing has been a popular…
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Augmenting LLMs Beyond Basic Text Completion and Transformation
Explore resources and tools created to inspire creativity, perform deep learning, and equip your company with Voice AI best practices.
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Flowers for Turing
Alan Turing, the pioneering Computer Scientist and World War II codebreaker, has a statue in Sackville Gardens in Manchester. On 23rd June each year, we surround it with flowers in his memory for his birthday.
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When Will AI Take Your Job?
Cristiano Ronaldo makes 100 times more money than Pelé did in his prime. If you understand why, you’ll know when to expect an AI to take your job.
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AI Is Useful for Capitalists but Probably Terrible for Anyone Else
AI is finally useful for business, and everyone is likely underestimating its impact. But unless AI is open-source and truly owned by the end users the future for everyone but the software providers looks grim.
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Why Alexa won't wake up when hearing "Alexa" in Amazon's Super Bowl ad (2019)
This Sunday's Super Bowl between the New England Patriots and the Los Angeles Rams is expected to draw more than 100 million viewers, some of whom will have Alexa-enabled devices within range of their TV speakers. When Amazon's new Alexa ad airs, and Forest Whitaker asks his Alexa-enabled electric…