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🧠 Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

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The Quest for Community-Trained Open Source AI Models
Large Language Models
The Quest for Community-Trained Open Source AI Models
a16z Intermediate 1y ago
LIQUID AI 40B (MIT): REAL Performance on Reasoning (My 5 Tests)
Large Language Models
LIQUID AI 40B (MIT): REAL Performance on Reasoning (My 5 Tests)
Discover AI Advanced 1y ago
Lightning Talk: Sparsifying Vision Transformers with Minimal Accuracy Loss - Jesse Cai, Meta
Large Language Models
Lightning Talk: Sparsifying Vision Transformers with Minimal Accuracy Loss - Jesse Cai, Meta
PyTorch Advanced 1y ago
Sponsored Session: NeMo-Aligner: A Scalable Toolkit for Model Alignment - Gerald Shen & Jimmy Zhang
Large Language Models
Sponsored Session: NeMo-Aligner: A Scalable Toolkit for Model Alignment - Gerald Shen & Jimmy Zhang
PyTorch Advanced 1y ago
Fireside Chat #24: The Future of Open-Source AI and Research Infrastructure
Large Language Models
Fireside Chat #24: The Future of Open-Source AI and Research Infrastructure
Outerbounds Beginner 1y ago
Run LLAMA 3.2 Models Locally with Ollama and Open WebUI
Large Language Models
Run LLAMA 3.2 Models Locally with Ollama and Open WebUI
AI FOR DEVS Beginner 1y ago
5 FREE AI APIs You Should Use #ai #developer #llm #softwaredeveloper #code #coding
0:45
Large Language Models
5 FREE AI APIs You Should Use #ai #developer #llm #softwaredeveloper #code #coding
PlivoAI Intermediate 1y ago
Coding but FASTER and EASIER #cursor #cursorai #coding
Large Language Models
Coding but FASTER and EASIER #cursor #cursorai #coding
DataCamp Beginner 1y ago
Career Spotlight: Software Developer
Large Language Models
Career Spotlight: Software Developer
Coursera Beginner 1y ago
ORPO: The Latest LLM Fine-tuning Method | A Quick Tutorial using Hugging Face
Large Language Models
ORPO: The Latest LLM Fine-tuning Method | A Quick Tutorial using Hugging Face
Quick Tutorials Beginner 1y ago
Generative AI Inference Powered by NVIDIA NIM: Performance and TCO Advantage
Large Language Models
Generative AI Inference Powered by NVIDIA NIM: Performance and TCO Advantage
NVIDIA Developer Beginner 1y ago
Together Goes Brrr: Threading Research & Production with Torch Compile - Pragaash Ponnusamy
Large Language Models
Together Goes Brrr: Threading Research & Production with Torch Compile - Pragaash Ponnusamy
PyTorch Advanced 1y ago
Running State-of-Art Gen AI Models on-Device with NPU Acceleration - Felix Baum, Qualcomm
Large Language Models
Running State-of-Art Gen AI Models on-Device with NPU Acceleration - Felix Baum, Qualcomm
PyTorch Intermediate 1y ago
Welcome to the PyTorch Ecosystem for LLM Fine-tuning Mini Summit - Kartikay Khandelwal, Meta
Large Language Models
Welcome to the PyTorch Ecosystem for LLM Fine-tuning Mini Summit - Kartikay Khandelwal, Meta
PyTorch Advanced 1y ago
TorchInductor CPU Backend Advancements: New Features and Performance Imp... Jiong Gong & Leslie Fang
Large Language Models
TorchInductor CPU Backend Advancements: New Features and Performance Imp... Jiong Gong & Leslie Fang
PyTorch Advanced 1y ago
Maximizing Training Throughput Using Torch.Compile and FSDP - L. Chu, A. Viros i Martin, B. Vaughan
Large Language Models
Maximizing Training Throughput Using Torch.Compile and FSDP - L. Chu, A. Viros i Martin, B. Vaughan
PyTorch Advanced 1y ago
The Challenges of Building an Opinionated Open Source LLM Framework - Wing Lian, Axolotl AI
Large Language Models
The Challenges of Building an Opinionated Open Source LLM Framework - Wing Lian, Axolotl AI
PyTorch Advanced 1y ago
Meta Llama 3 and the Future of Responsible AI Development - Spencer Whitman & Vincent Gonguet, Meta
Large Language Models
Meta Llama 3 and the Future of Responsible AI Development - Spencer Whitman & Vincent Gonguet, Meta
PyTorch Intermediate 1y ago
Panel Discussion - T. Dettmers, H. Schoelkopf, A. Chowdhery, A. Conneau, Moderated by K. Khandelwal
Large Language Models
Panel Discussion - T. Dettmers, H. Schoelkopf, A. Chowdhery, A. Conneau, Moderated by K. Khandelwal
PyTorch Advanced 1y ago
torchtune: Easy and Accessible Finetuning in Native PyTorch - Evan Smothers, Meta
Large Language Models
torchtune: Easy and Accessible Finetuning in Native PyTorch - Evan Smothers, Meta
PyTorch Advanced 1y ago
The State of the Llama Ecosystem - Joe Spisak, Meta
Large Language Models
The State of the Llama Ecosystem - Joe Spisak, Meta
PyTorch Advanced 1y ago
Hacks to Make LLM Training Faster - Daniel Han, Unsloth AI
Large Language Models
Hacks to Make LLM Training Faster - Daniel Han, Unsloth AI
PyTorch Advanced 1y ago
ExecuTorch Beta and on-Device Generative AI Support - Mergen Nachin & Mengtao (Martin) Yuan, Meta
Large Language Models
ExecuTorch Beta and on-Device Generative AI Support - Mergen Nachin & Mengtao (Martin) Yuan, Meta
PyTorch Intermediate 1y ago
Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performa... Yanbo Liang & Horace He
Large Language Models
Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performa... Yanbo Liang & Horace He
PyTorch Beginner 1y ago
Sponsored Session: Torchchat: A Showcase of PyTorch LLM Ubiquity - Jack Khuu & Jesse White, Meta
Large Language Models
Sponsored Session: Torchchat: A Showcase of PyTorch LLM Ubiquity - Jack Khuu & Jesse White, Meta
PyTorch Intermediate 1y ago
Lightning Talk: Making the Most of Heterogeneous Memory Capacity Using PyTorch - Syed Ahmed, NVIDIA
Large Language Models
Lightning Talk: Making the Most of Heterogeneous Memory Capacity Using PyTorch - Syed Ahmed, NVIDIA
PyTorch Intermediate 1y ago
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
Large Language Models
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
PyTorch Advanced 1y ago
Lightning Talk: LLMs on Edge with AI Accelerators - Chen Lai, Kimish Patel & Cemal Bilgin, Meta
Large Language Models
Lightning Talk: LLMs on Edge with AI Accelerators - Chen Lai, Kimish Patel & Cemal Bilgin, Meta
PyTorch Advanced 1y ago
A Distributed Stateful Dataloader for Large-Scale Pretraining - Davis Wertheimer & Linsong Chu
Large Language Models
A Distributed Stateful Dataloader for Large-Scale Pretraining - Davis Wertheimer & Linsong Chu
PyTorch Advanced 1y ago
Lightning Talk: Introduction to Torch.Distributed.Pipelining - Howard Huang & Ke Wen, Meta
Large Language Models
Lightning Talk: Introduction to Torch.Distributed.Pipelining - Howard Huang & Ke Wen, Meta
PyTorch Beginner 1y ago
Torchtitan: Large-Scale LLM Training Using Native PyTorch 3D Parallel... Wanchao Liang & Linsong Chu
Large Language Models
Torchtitan: Large-Scale LLM Training Using Native PyTorch 3D Parallel... Wanchao Liang & Linsong Chu
PyTorch Advanced 1y ago
Lightning Talk: AOTriton: Ahead of Time Triton Kernel Libraries on ROCm - Jeff Daily, AMD
Large Language Models
Lightning Talk: AOTriton: Ahead of Time Triton Kernel Libraries on ROCm - Jeff Daily, AMD
PyTorch Intermediate 1y ago
Lightning Talk: Empowering Developers: Tools and Resources for Running Generative A... Pareena Verma
Large Language Models
Lightning Talk: Empowering Developers: Tools and Resources for Running Generative A... Pareena Verma
PyTorch Intermediate 1y ago
The Rise of `Transformers` in the Growing PyTorch Ecosystem - Arthur Zucker, Hugging Face
Large Language Models
The Rise of `Transformers` in the Growing PyTorch Ecosystem - Arthur Zucker, Hugging Face
PyTorch Intermediate 1y ago
Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle - Luca Antiga
Large Language Models
Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle - Luca Antiga
PyTorch Advanced 1y ago
Keynote: Open Language Models (OLMo): Accelerating the Science of Language Modeling Hanna Hajishirzi
Large Language Models
Keynote: Open Language Models (OLMo): Accelerating the Science of Language Modeling Hanna Hajishirzi
PyTorch Intermediate 1y ago
Keynote: Welcome & Opening Remarks - Matt White, Executive Director, PyTorch Foundation
Large Language Models
Keynote: Welcome & Opening Remarks - Matt White, Executive Director, PyTorch Foundation
PyTorch Intermediate 1y ago
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
Large Language Models
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
PyTorch Advanced 1y ago
Keynote: Navigating the Architectural Timeline of LLMs - Sebastian Raschka, Lightning AI
Large Language Models
Keynote: Navigating the Architectural Timeline of LLMs - Sebastian Raschka, Lightning AI
PyTorch Advanced 1y ago
Unlocking the Enigma: Crafting Unbiased, Transparent, and Explainable Large Languag... Rashmi Nagpal
Large Language Models
Unlocking the Enigma: Crafting Unbiased, Transparent, and Explainable Large Languag... Rashmi Nagpal
PyTorch Intermediate 1y ago
Understanding the LLM Inference Workload - Mark Moyou, NVIDIA
Large Language Models
Understanding the LLM Inference Workload - Mark Moyou, NVIDIA
PyTorch Intermediate 1y ago
Sponsored Keynote: Optimizing AI Inference for Large Language Models - Mudhakar Srivatsa, IBM
Large Language Models
Sponsored Keynote: Optimizing AI Inference for Large Language Models - Mudhakar Srivatsa, IBM
PyTorch Advanced 1y ago
Lightning Talk: HieroGlyph2Text: A PyTorch-Powered Pipeline for Automated Egyptian H... Susi Gentsch
Large Language Models
Lightning Talk: HieroGlyph2Text: A PyTorch-Powered Pipeline for Automated Egyptian H... Susi Gentsch
PyTorch Advanced 1y ago
Lightning Talk: d-Matrix LLM Compression Flow Based on Torch.Fx: Simplify... Zifei Xu & Tristan Webb
Large Language Models
Lightning Talk: d-Matrix LLM Compression Flow Based on Torch.Fx: Simplify... Zifei Xu & Tristan Webb
PyTorch Intermediate 1y ago
The Impact and Challenges of Open Source Generative Datasets and Models - Aaron Gokaslan
Large Language Models
The Impact and Challenges of Open Source Generative Datasets and Models - Aaron Gokaslan
PyTorch Advanced 1y ago
Lightning Talk: Fast, Scalable Distributed Training with StreamingDataset - Saaketh Narayan
Large Language Models
Lightning Talk: Fast, Scalable Distributed Training with StreamingDataset - Saaketh Narayan
PyTorch Advanced 1y ago
Lightning Talk: Understanding and Optimizing PyTorch Models with Thunder - Luca Antiga, Lightning AI
Large Language Models
Lightning Talk: Understanding and Optimizing PyTorch Models with Thunder - Luca Antiga, Lightning AI
PyTorch Intermediate 1y ago
Sponsored Session: PyTorch Support by Google Enabling Perform... Mark Sherwood & Shauheen Zahirazami
Large Language Models
Sponsored Session: PyTorch Support by Google Enabling Perform... Mark Sherwood & Shauheen Zahirazami
PyTorch Intermediate 1y ago
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Automate & Secure LLM Deployments
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Automate & Secure LLM Deployments
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YouTube Planning: Script Engaging Videos
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YouTube Planning: Script Engaging Videos
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Generative AI: Empowering Modern Education
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Generative AI: Empowering Modern Education
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Foundations of AI and Machine Learning
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Foundations of AI and Machine Learning
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Gen AI Foundational Models for NLP & Language Understanding
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Gen AI Foundational Models for NLP & Language Understanding
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Artificial Intelligence (AI): Interactions and Prompts
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Artificial Intelligence (AI): Interactions and Prompts
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