Results of the Open Source AI Game Jam
Skills:
AI Pair Programming60%
Thank you for participating in our first Open Source AI Game Jam!
Play the games: https://itch.io/jam/open-source-ai-game-jam
Join our discord: https://hf.co/join/discord
00:00 Galactic Bridge
00:03 Expanding Universe
00:05 Fish-Dang Bot
00:07 Everchanging Quest
00:10 Word Conquest
00:14 Singularity
00:17 Galactic Domination
00:20 Galactic Bridge
00:25 Apocalypse Expansion
00:28 Hexagon Tactics
00:31 Yabbit Attack
00:34 Singularity
00:39 Word Conquest
00:44 Everchanging Quest
01:07 Hexagon Tactics
01:12 Expanding Universe
01:15 Apocalypse Expansion
01:17 Snip It
01:20 Yabbit Attack
01:27 Announcing the Winner
Open Source AI Game Jam, game development, artificial intelligence, open source, game design, game jam, AI algorithms, machine learning, game mechanics, game programming, game engines, game assets, game prototypes, game submission, community collaboration, indie game development, game industry, creative coding, open data, game challenges, game innovation, game enthusiasts, game AI, game mechanics, game graphics, game audio, game storytelling, game immersion, game experimentation, game optimization, game testing, game monetization, game marketing, game distribution, game analysis, game feedback, game updates, game community, game awards, game tutorials, game resources, game inspiration, game trends, game showcase
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The Future of Natural Language Processing
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Trends in Model Size & Computational Efficiency in NLP
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Increasing Data Usage in Natural Language Processing
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In Domain & Out of Domain Generalization in the Future of NLP
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The Limits of NLU & the Rise of NLG in the Future of NLP
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The Lack of Robustness in the Future of NLP
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Inductive Bias, Common Sense, Continual Learning in The Future of NLP
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Train a Hugging Face Transformers Model with Amazon SageMaker
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What is Transfer Learning?
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The pipeline function
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Navigating the Model Hub
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Transformer models: Decoders
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The Transformer architecture
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Transformer models: Encoder-Decoders
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Transformer models: Encoders
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Keras introduction
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The push to hub API
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Fine-tuning with TensorFlow
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Learning rate scheduling with TensorFlow
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TensorFlow Predictions and metrics
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Welcome to the Hugging Face course
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The tokenization pipeline
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Supercharge your PyTorch training loop with Accelerate
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The Trainer API
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Batching inputs together (PyTorch)
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Batching inputs together (TensorFlow)
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Hugging Face Datasets overview (Pytorch)
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Hugging Face Datasets overview (Tensorflow)
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What is dynamic padding?
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What happens inside the pipeline function? (PyTorch)
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What happens inside the pipeline function? (TensorFlow)
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Instantiate a Transformers model (PyTorch)
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Instantiate a Transformers model (TensorFlow)
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Preprocessing sentence pairs (PyTorch)
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Preprocessing sentence pairs (TensorFlow)
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Write your training loop in PyTorch
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Managing a repo on the Model Hub
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Chapter 1 Live Session with Sylvain
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Chapter 2 Live Session with Lewis
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The push to hub API
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Chapter 2 Live Session with Sylvain
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Chapter 3 live sessions with Lewis (PyTorch)
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Day 1 Talks: JAX, Flax & Transformers 🤗
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Day 2 Talks: JAX, Flax & Transformers 🤗
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Day 3 Talks JAX, Flax, Transformers 🤗
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Chapter 4 live sessions with Omar
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Deploy a Hugging Face Transformers Model from S3 to Amazon SageMaker
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Deploy a Hugging Face Transformers Model from the Model Hub to Amazon SageMaker
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Run a Batch Transform Job using Hugging Face Transformers and Amazon SageMaker
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[Webinar] How to add machine learning capabilities with just a few lines of code
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Hugging Face + Zapier Demo Video
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Hugging Face + Google Sheets Demo
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Hugging Face Infinity Launch - 09/28
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Build and Deploy a Machine Learning App in 2 Minutes
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Hugging Face Infinity - GPU Walkthrough
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Otto - 🤗 Infinity Case Study
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Workshop: Getting started with Amazon Sagemaker Train a Hugging Face Transformers and deploy it
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Workshop: Going Production: Deploying, Scaling & Monitoring Hugging Face Transformer models
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🤗 Tasks: Causal Language Modeling
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🤗 Tasks: Masked Language Modeling
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Chapters (20)
Galactic Bridge
0:03
Expanding Universe
0:05
Fish-Dang Bot
0:07
Everchanging Quest
0:10
Word Conquest
0:14
Singularity
0:17
Galactic Domination
0:20
Galactic Bridge
0:25
Apocalypse Expansion
0:28
Hexagon Tactics
0:31
Yabbit Attack
0:34
Singularity
0:39
Word Conquest
0:44
Everchanging Quest
1:07
Hexagon Tactics
1:12
Expanding Universe
1:15
Apocalypse Expansion
1:17
Snip It
1:20
Yabbit Attack
1:27
Announcing the Winner
🎓
Tutor Explanation
DeepCamp AI