Все опубликованные аналитические материалы, исследования суверенного стека, новости экосистемы и обзоры моделей ИИ.
[Submit subtitle corrections at criblate.com] Imagine you happen across a short movie script that describes a scene between a person and their AI assistant. The script has what the person asks the AI, but the AI's response has been torn off. Suppose you also have this powerful…
[Submit subtitle corrections at criblate.com] In January 2024, Google DeepMind released an AI model called Alpha Geometry, which could solve geometry problems from the International Mathematical Olympiad, or the IMO. The IMO is the highest level of competitive math contests at…
If you tell me what you like and what you don't like, I'll use that to train my model. Stack Quest. Hello, I'm Josh Starmer and welcome to Stack Quest. Today we're going to talk about reinforcement learning with human feedback and it's going to be clearly explained. This Stack…
You start with nothing, then you move. And you keep on moving till you can't get any more, then you're [music] done. StatQuest, bam. Hello, I'm Josh Starmer and welcome to StatQuest. Today, we're going to talk about optimization with linear programming main ideas. Specifically,…
We're going to find the optimal solution one row at a time. Stack Quest. Hello, I'm Josh Starmer and welcome to Stat Quest. Today we're going to talk about the simplex algorithm and we're going to go through the mathematical details. This stack quest is brought to you by the…
Привет, меня зовут Маджид из Intel Research India, и я очень рад выступить на конференции PyTorch в Северной Америке в октябре этого года. Я буду говорить об эффективном сочетании заключений экспертов LLM по использованию VLLM и OpenVINO, а также о том, как мы можем эффективно запускать эти модели на процессорах ARM. Если…
Hi, I'm G from Google. >> I'm Colin from Meta. >> I'm Angela from Meta. >> We are going to be speaking at the PyTorch conference San Jose about new VLM and SG learn engines built on a new PyTorch native TPU backend torch TPU. >> Rather than build a new serving engine or porting…
Hi, I'm Masahiro Hiramoto from Mitsubishi Electric. I'm a member of the program committee for PyTorch conference North America and a PyTorch ambassador. I'm especially looking forward to seeing what people across the community are building with PyTorch and exchanging ideas with…
Hello everyone, I'm Carlos Costa, a distinction engineer here at IBM Research and co-founder of the LMD project. I'll be heading soon to San Jose for PyTorch Conference North America, where I'll have the privilege of sharing some exciting news about LMD. How the project changed…
Admit, this was actually much more simple than I was imagining, but nonetheless, it's interesting to read. So, we we The title gives it away, right? Embarrassingly >> [laughter] >> In in a previous uh journal club, we read a paper on self-distillation, and in that paper uh there…
Hi, in this video I'm going to walk you through a multi-agent setup of AutoResearch. I use open source models and an open source code harness, OpenCode, and I implement AutoResearch, which is a project by Andre Carpathie where he takes a nano GPT project, an LLM in its simplest…
Good morning everyone. How's it going today? Today we're going to be talking about the fine web data set. Now, this is a project by Hugging Face and it is a great example of how to gather all the data that you need to train a large language model. This actually is also available…
This paper is doing something if I understand correctly that is very similar to what pipeline RL proposed for reinforcement learning which is where you want to basically have like really decoupled generators from learners from trainers um but you have the additional complexity…
Всем привет. Если вы работаете с ИИ, у вас наверняка уже есть аккаунт на Hugging Face Hub, где удобно демонстрировать свои модели, скачивать модели с открытым кодом, использовать публичные наборы данных и создавать демоверсии своих моделей. Но публичный хаб—это только начало. В…
Let [clears throat] me think where to start. Okay, so we've got the Kim K3 report and it's quite a beast in terms of details, which is pretty awesome. And the bits that I focused on were really just the the pre- uh sorry, the post-training parts. And even that I wasn't able to…
Uh, this paper is actually quite interesting. It dives into something that that has been I guess a question an open question for the Ember communities the Um, we can call them like scaling laws for post-training. And then how is pre-training allocation of compute impact…
Okay, so this is quite um interesting paper and a bit uh surprising that uh how it works, but uh basically the idea is that uh in post-training, you have usually uh a pipeline where you have a model and then you uh run RL over that model. And ideally that uh post-RL model should…
I'm thrilled to introduce this course on fast and efficient LLM inference, built in partnership with Red Hat, and taught by Sergey Kliger. Deploying open source LLMs efficiently, so they can serve many users at once with low latency and reasonable cost, is challenging. In this…
All right. So this paper um is about a model called Faraday um which was trained by this new startup called inherent and what they train the model to do is to do a very narrow part of like scientific replication. So if I understood correctly, basically they want to take a bunch…
Yeah, I think it's a really cool paper. Um, I think we've talked a bit about this before or like I think it has been a bit in the in the common discourse that like now that implementation is sped up so much, um, like the the value that researchers can provide is more in their…
We just shipped more than 200 WebGPU kernels for browser AI and they are all available open source on the Hugging Face Hub. We also shipped a new library called Hugging Face Kernels that allows you to load and to execute all of those kernels. Let's have a look at this little…
We finally released Transformers.js version 4.3 and it's packed with really cool features. Yes, it has been a while since 4.2 and the main reason for that is that we spent a lot of time with the new Hugging Face Canvas library that released last week. But let's have a look at…
Everybody um I am Oritro and uh with me is Emma. So hi. Say hi Emma. >> Hello. >> And uh today what we think we are going to do is a private huddle call uh in hugging face and we are just going to make it live to everybody. And the entire um idea behind this uh call would be to…
Hello everyone. Welcome to this video on stop wasting bandwidth. If you work with large datasets, you're probably re-uploading the same bytes over and over again. But there's a better way, and that's what we're going to discuss in this video. Here's what we're going to cover in…
[music] >> Over the last year, AI Dev Scale from a few hundred people to this one of about [music] 3,000 attendees. So many hallway conversations, great presentations. Someone told me it feels like a music festival to have so many people here chatting, buzzing, talking about…
Добро пожаловать на курс по разработке на основе спецификаций, созданный совместно с JetBrains. Разработка на основе спецификаций —это лучший на сегодня рабочий процесс для создания серьезных приложений с помощью ИИ-агентов. Вы даете ИИ-агенту Markdown-файл или подробный промпт…
Good morning, everyone. How's it going? So, PewDiePie is doing AI now, and I figured that this is a great moment and a great opportunity to explain to you exactly what he is building, how he's doing it, and how you can do the same thing. Because I figured that a lot of you might…
Hi, I'm Joe Reis and today I'm excited to share with you the launch of a series of courses, the Data Engineering Professional Certificate Program in partnership with Deep Learning AI and Amazon Web Services. If you're someone who is just getting started on your own data…
Good morning everyone. How's it going? Today we're going to be taking a very quick look at how to create a dashboard for a business analyst use case uh from a data set. So suppose that you have your CSV file and you want to create a business dashboard to showcase to your…
hi everyone today we are continuing our implementation of make more now in the last lecture we implemented the multier perceptron along the lines of benj 2003 for character level language modeling so we followed this paper took in a few characters in the past and used an MLP to…