Барлық жарияланған талдаулар, егеменді стек зерттеулері, экожүйе жаңалықтары және ЖИ модельдерінің шолулары.
Сәлем, мен Intel Research India компаниясынан келген Маджидпін және осы қазан айында Солтүстік Америкадағы PyTorch конференциясында сөйлейтініме қуаныштымын. Мен VLLM және OpenVINO қолдану бойынша LLM сарапшыларының тиімді қоспасы және бұл модельдерді ARM процессорларында қалай тиімді іске қосуға болатыны туралы айтатын боламын. Егер…
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…
hi everyone so recently I gave a 30-minute talk on large language models just kind of like an intro talk um unfortunately that talk was not recorded but a lot of people came to me after the talk and they told me that uh they really liked the talk so I would just I thought I…
hi everyone so in this video I'd like us to cover the process of tokenization in large language models now you see here that I have a set face and that's because uh tokenization is my least favorite part of working with large language models but unfortunately it is necessary to…
барлығына сәлем, сондықтан бұл бейнеде мен chpd сияқты үлкен тілді модельдер туралы жалпы аудитория сериясын жалғастырғым келеді, енді алдыңғы бейнеде сіз менің YouTube сайтымнан таба алатын llms-ке тереңірек еніңіз, біз бұл модельдердің қалай дайындалатыны және…
барлығына сәлем, сондықтан бүгін біз Zero to Hero сериясын жалғастырамыз, атап айтқанда, бүгін біз gpt2 моделін оның 124 миллион нұсқасын шығарамыз, сондықтан openi gpt2 шығарған кезде бұл 2019 болды және олар оны осы блог жазбасымен шығарды, оның үстіне олар…
бәріңе сәлем, сондықтан мен бұл бейнені біраз уақыттан бері жасағым келді, бұл Chachi PT сияқты үлкен тіл үлгілері туралы жан-жақты, бірақ жалпы аудиторияға кіріспе және бұл бейнеде қол жеткізгім келетін нәрсе - бұл не екенін ойлауға арналған психикалық үлгілерді беру…