![[ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind @YannicKilcher](https://i.ytimg.com/vi/vGFaiLeoLWw/maxresdefault.jpg)
Uploaded March 2022 | Updated September 2026, 2 weeks ago
#mlnews #gpt3 #pathways
Your updates on the latest and greatest from the depths of Machine Learning!
Sponsor: Weights & Biases
wandb.me/yannic
OUTLINE:
0:00 - Intro
0:15 - Weights & Biases Report about Reports
2:45 - GPT-3 learns to edit
6:30 - Make-A-Scene: Text-to-Image with Human Priors
8:00 - Pathways: Google's new High-Performance ML scheduler
10:45 - DouBlind: Open Peer-Review
12:45 - CLIP meets GamePhysics
14:40 - Residual Quantization pushes Image Generation SOTA
16:15 - Helpful Things
References:
Weights & Biases Report about Reports
wandb.ai/wandb/wandb_example/reports/How-many-discoveries-were-lost-because-they-weren-t-written-down---VmlldzoxMjY3MDk5
GPT-3 learns to edit
openai.com/blog/gpt-3-edit-insert/?utm_source=pocket_mylist
beta.openai.com/playground?model=code-davinci-002
Make-A-Scene: Text-to-Image with Human Priors
arxiv.org/pdf/2203.13131.pdf
youtube.com/watch?v=QLTyqoJJKTo
Pathways: Google's new High-Performance ML scheduler
arxiv.org/pdf/2203.12533.pdf
DouBlind: Open Peer-Review
doublind.com/#web-intro
doublind.com/search?query=kilcher
CLIP meets GamePhysics
arxiv.org/pdf/2203.11096.pdf
reddit.com/r/GamePhysics/comments/9rqabp/red_dead_redemption_2_things_you_find_in_rdr2
asgaardlab.github.io/CLIPxGamePhysics
Residual Quantization pushes Image Generation SOTA
arxiv.org/pdf/2203.01941.pdf
github.com/kakaobrain/rq-vae-transformer
Helpful Things
github.com/TDAmeritrade/stumpy
github.com/linkedin/fasttreeshap
github.com/vopani/jaxton
twitter.com/mark_riedl/status/1507351959422087173?utm_source=pocket_mylist
github.com/eilab-gt/NovGrid
developer.nvidia.com/isaac-gym
github.com/NVIDIA-Omniverse/IsaacGymEnvs
Links:
Merch: store.ykilcher.com
TabNine Code Completion (Referral): bit.ly/tabnine-yannick
YouTube: youtube.com/c/yannickilcher
Twitter: twitter.com/ykilcher
Discord: ykilcher.com/discord
BitChute: bitchute.com/channel/yannic-kilcher
LinkedIn: linkedin.com/in/ykilcher
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If you want to support me, the best thing to do is to share out the content :)
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#mlnews #gpt3 #pathways
Your updates on the latest and greatest from the depths of Machine Learning!
Sponsor: Weights & Biases
wandb.me/yannic
OUTLINE:
0:00 - Intro
0:15 - Weights & Biases Report about Reports
2:45 - GPT-3 learns to edit
6:30 - Make-A-Scene: Text-to-Image with Human Priors
8:00 - Pathways: Google's new High-Performance ML scheduler
10:45 - DouBlind: Open Peer-Review
12:45 - CLIP meets GamePhysics
14:40 - Residual Quantization pushes Image Generation SOTA
16:15 - Helpful Things
References:
Weights & Biases Report about Reports
wandb.ai/wandb/wandb_example/reports/How-many-discoveries-were-lost-because-they-weren-t-written-down---VmlldzoxMjY3MDk5
GPT-3 learns to edit
openai.com/blog/gpt-3-edit-insert/?utm_source=pocket_mylist
beta.openai.com/playground?model=code-davinci-002
Make-A-Scene: Text-to-Image with Human Priors
arxiv.org/pdf/2203.13131.pdf
youtube.com/watch?v=QLTyqoJJKTo
Pathways: Google's new High-Performance ML scheduler
arxiv.org/pdf/2203.12533.pdf
DouBlind: Open Peer-Review
doublind.com/#web-intro
doublind.com/search?query=kilcher
CLIP meets GamePhysics
arxiv.org/pdf/2203.11096.pdf
reddit.com/r/GamePhysics/comments/9rqabp/red_dead_redemption_2_things_you_find_in_rdr2
asgaardlab.github.io/CLIPxGamePhysics
Residual Quantization pushes Image Generation SOTA
arxiv.org/pdf/2203.01941.pdf
github.com/kakaobrain/rq-vae-transformer
Helpful Things
github.com/TDAmeritrade/stumpy
github.com/linkedin/fasttreeshap
github.com/vopani/jaxton
twitter.com/mark_riedl/status/1507351959422087173?utm_source=pocket_mylist
github.com/eilab-gt/NovGrid
developer.nvidia.com/isaac-gym
github.com/NVIDIA-Omniverse/IsaacGymEnvs
Links:
Merch: store.ykilcher.com
TabNine Code Completion (Referral): bit.ly/tabnine-yannick
YouTube: youtube.com/c/yannickilcher
Twitter: twitter.com/ykilcher
Discord: ykilcher.com/discord
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Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m
Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n
![[ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind](https://i.ytimg.com/vi/vGFaiLeoLWw/mqdefault.jpg "[ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind
#mlnews #gpt3 #pathways
Your updates on the latest and greatest from the depths of Machine Learning!
Sponsor: Weights & Biases
https://wandb.me/yannic
OUTLINE:
0:00 - Intro
0:15 - Weights & Biases Report about Reports
2:45 - GPT-3 learns to edit
6:30 - Make-A-Scene: Text-to-Image with Human Priors
8:00 - Pathways: Googles new High-Performance ML scheduler
10:45 - DouBlind: Open Peer-Review
12:45 - CLIP meets GamePhysics
14:40 - Residual Quantization pushes Image Generation SOTA
16:15 - Helpful Things
References:
Weights & Biases Report about Reports
https://wandb.ai/wandb/wandb_example/reports/How-many-discoveries-were-lost-because-they-weren-t-written-down VmlldzoxMjY3MDk5
GPT-3 learns to edit
https://openai.com/blog/gpt-3-edit-insert/?utm_source=pocket_mylist
https://beta.openai.com/playground?model=code-davinci-002
Make-A-Scene: Text-to-Image with Human Priors
https://arxiv.org/pdf/2203.13131.pdf
https://www.youtube.com/watch?v=QLTyqoJJKTo
Pathways: Googles new High-Performance ML scheduler
https://arxiv.org/pdf/2203.12533.pdf
DouBlind: Open Peer-Review
https://doublind.com/#web-intro
https://doublind.com/search?query=kilcher
CLIP meets GamePhysics
https://arxiv.org/pdf/2203.11096.pdf
https://www.reddit.com/r/GamePhysics/comments/9rqabp/red_dead_redemption_2_things_you_find_in_rdr2/
https://asgaardlab.github.io/CLIPxGamePhysics/
Residual Quantization pushes Image Generation SOTA
https://arxiv.org/pdf/2203.01941.pdf
https://github.com/kakaobrain/rq-vae-transformer
Helpful Things
https://github.com/TDAmeritrade/stumpy
https://github.com/linkedin/fasttreeshap
https://github.com/vopani/jaxton
https://twitter.com/mark_riedl/status/1507351959422087173?utm_source=pocket_mylist
https://github.com/eilab-gt/NovGrid
https://developer.nvidia.com/isaac-gym
https://github.com/NVIDIA-Omniverse/IsaacGymEnvs
Links:
Merch: http://store.ykilcher.com
TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick
YouTube: https://www.youtube.com/c/yannickilcher
Twitter: https://twitter.com/ykilcher
Discord: https://ykilcher.com/discord
BitChute: https://www.bitchute.com/channel/yannic-kilcher
LinkedIn: https://www.linkedin.com/in/ykilcher
BiliBili: https://space.bilibili.com/2017636191
If you want to support me, the best thing to do is to share out the content :)
If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this):
SubscribeStar: https://www.subscribestar.com/yannickilcher
Patreon: https://www.patreon.com/yannickilcher
Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq
Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2
Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m
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![[ML News] Stable Diffusion Takes Over! (Open Source AI Art)](https://i.ytimg.com/vi/xbxe-x6wvRw/mqdefault.jpg "[ML News] Stable Diffusion Takes Over! (Open Source AI Art)
#stablediffusion #aiart #mlnews
Stable Diffusion has been released and is riding a wave of creativity and collaboration. But not everyone is happy about this...
Sponsor: NVIDIA
GPU Raffle: https://ykilcher.com/gtc
OUTLINE:
0:00 - Introduction
0:30 - What is Stable Diffusion?
2:25 - Open-Source Contributions and Creations
7:55 - Textual Inversion
9:30 - OpenAI vs Open AI
14:20 - Journalists be outraged
16:20 - AI Ethics be even more outraged
19:45 - Do we need a new social contract?
21:30 - More applications
22:55 - Helpful Things
23:45 - Sponsor: NVIDIA (& how to enter the GPU raffle)
References: https://early-hair-c20.notion.site/Stable-Diffusion-Takes-Over-Referenes-7a2f45b8f7e04ae0ba19dbfcd2b7f7c0
Links:
Homepage: https://ykilcher.com
Merch: https://ykilcher.com/merch
YouTube: https://www.youtube.com/c/yannickilcher
Twitter: https://twitter.com/ykilcher
Discord: https://ykilcher.com/discord
LinkedIn: https://www.linkedin.com/in/ykilcher
If you want to support me, the best thing to do is to share out the content :)
If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this):
SubscribeStar: https://www.subscribestar.com/yannickilcher
Patreon: https://www.patreon.com/yannickilcher
Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq
Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2
Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m
Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n")
![[ML News] This AI completes Wikipedia! Meta AI Sphere | Google Minerva | GPT-3 writes a paper](https://i.ytimg.com/vi/xnChXNUNS2A/mqdefault.jpg "[ML News] This AI completes Wikipedia! Meta AI Sphere | Google Minerva | GPT-3 writes a paper
#mlnews #ai #minerva
This episode is all about models that reason.
OUTLINE:
0:00 - Intro
0:35 - Meta AI learns Wikipedia citations
5:25 - Googles Minerva solves math problems by reading papers
9:10 - GPT-3 writes a paper on itself
13:35 - Jürgen Schmidhuber prompts LeCun for missing citations
References:
Meta AI learns Wikipedia citations
https://tech.fb.com/artificial-intelligence/2022/07/how-ai-could-help-make-wikipedia-entries-more-accurate/
https://ai.facebook.com/blog/introducing-sphere-meta-ais-web-scale-corpus-for-better-knowledge-intensive-nlp/?d=%7B%22u%22%3A100051861999022%2C%22f%22%3A207799259245384%2C%22t%22%3A1658664021%2C%22ed%22%3A[]%7D&s=AWVELTip1y4HowJprXc
https://github.com/facebookresearch/sphere
https://github.com/facebookresearch/side
https://verifier.sideeditor.com/main
https://openreview.net/forum?id=qfTqRtkDbWZ
Googles Minerva solves math problems by reading papers
https://minerva-demo.github.io/#category=Precalculus&index=9
https://ai.googleblog.com/2022/06/minerva-solving-quantitative-reasoning.html
GPT-3 writes a paper on itself
https://www.scientificamerican.com/article/we-asked-gpt-3-to-write-an-academic-paper-about-itself-then-we-tried-to-get-it-published/
https://hal.archives-ouvertes.fr/hal-03701250v1
https://hal.archives-ouvertes.fr/hal-03701250/document
Jürgen Schmidhuber prompts LeCun for missing citations
https://people.idsia.ch/~juergen/lecun-rehash-1990-2022.html
Links:
Homepage: https://ykilcher.com
Merch: https://ykilcher.com/merch
YouTube: https://www.youtube.com/c/yannickilcher
Twitter: https://twitter.com/ykilcher
Discord: https://ykilcher.com/discord
LinkedIn: https://www.linkedin.com/in/ykilcher
If you want to support me, the best thing to do is to share out the content :)
If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this):
SubscribeStar: https://www.subscribestar.com/yannickilcher
Patreon: https://www.patreon.com/yannickilcher
Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq
Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2
Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m
Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n")
![[ML News] LLaMA2 Released | LLMs for Robots | Multimodality on the Rise](https://i.ytimg.com/vi/xs-0cp1hSnY/mqdefault.jpg "[ML News] LLaMA2 Released | LLMs for Robots | Multimodality on the Rise
#mlnews #llama2 #openai
Your regular irregular update on the world of Machine Learning.
References:
https://twitter.com/ylecun/status/1681336284453781505
https://ai.meta.com/llama/
https://about.fb.com/news/2023/07/llama-2-statement-of-support/
https://247wallst.com/special-report/2023/08/12/this-is-the-biggest-social-media-platform-ranking-the-worlds-largest-networking-sites/4/
https://github.com/Alpha-VLLM/LLaMA2-Accessory
https://together.ai/blog/llama-2-7b-32k?s=09&utm_source=pocket_saves
https://github.com/imoneoi/openchat
https://twitter.com/lmsysorg/status/1686794639469371393?s=09&t=sS3awkbavmSMSmwp64Ef4A&utm_source=pocket_saves
https://huggingface.co/lmsys/vicuna-13b-v1.5-16k
https://blog.google/outreach-initiatives/public-policy/google-microsoft-openai-anthropic-frontier-model-forum/
https://www.earthdata.nasa.gov/news/impact-ibm-hls-foundation-model?utm_source=pocket_reader
https://huggingface.co/ibm-nasa-geospatial/Prithvi-100M
https://ai.meta.com/blog/generative-ai-text-images-cm3leon/
https://www.deepmind.com/blog/rt-2-new-model-translates-vision-and-language-into-action?utm_source=twitter&utm_medium=social&utm_campaign=rt2
https://arxiv.org/abs/2307.14334
https://sites.research.google/med-palm/
https://open-catalyst.metademolab.com/?utm_source=twitter&utm_medium=organic_social&utm_campaign=opencatalyst&utm_content=card
https://open-catalyst.metademolab.com/demo
https://www.anthropic.com/index/claude-2?utm_source=pocket_reader
https://claude.ai/login
https://audiocraft.metademolab.com/?utm_source=pocket_saves
https://venturebeat.com/programming-development/stability-ai-launches-stablecode-an-llm-for-code-generation/
https://stability.ai/blog/stablecode-llm-generative-ai-coding
https://twitter.com/JeffDean/status/1686806525862608896?s=09&t=LG2z9ok9QExHbSy0fvBsxA&utm_source=pocket_saves
https://sites.research.google/open-buildings/
https://twitter.com/deliprao/status/1687283117873106946?s=09&t=1NmC-B55Z8IuF_HTuGOo7w&utm_source=pocket_saves
https://arxiv.org/pdf/2308.01320.pdf
https://twitter.com/javilopen/status/1687795349719547905?utm_source=pocket_saves
https://research.nvidia.com/labs/par/Perfusion/
https://ar5iv.labs.arxiv.org/html/2307.14936
https://www.linkedin.com/feed/update/urn:li:activity:7093463974750371840/?utm_source=pocket_saves
https://huggingface.co/syzymon/long_llama_3b_instruct
https://arxiv.org/abs/2307.03170
https://dynalang.github.io/
https://github.com/mlfoundations/open_flamingo
https://twitter.com/akshay_pachaar/status/1687079353937698816?s=09&t=fos8QSCsGEEM6dMflhq0Mg&utm_source=pocket_saves
https://github.com/OpenBMB/ToolBench
https://llm-attacks.org/
https://arstechnica.com/information-technology/2023/07/openai-discontinues-its-ai-writing-detector-due-to-low-rate-of-accuracy/
https://sites.google.com/view/steve-1
https://github.com/Shalev-Lifshitz/STEVE-1
https://erichartford.com/dolphin
https://huggingface.co/ehartford/dolphin-llama-13b
https://www.mosaicml.com/blog/long-context-mpt-7b-8k
https://twitter.com/camenduru/status/1688045780244848640?s=09&t=ubJ2Qtz-TG6Xo3_GMtt2Cw&utm_source=pocket_saves
https://github.com/IDEA-Research/DWPose
https://twitter.com/tri_dao/status/1680987577913065472?s=09&t=Q181vFmM6d3nDq-5BwfDeg&utm_source=pocket_saves
https://tridao.me/publications/flash2/flash2.pdf
https://thehackernews.com/2023/07/wormgpt-new-ai-tool-allows.html
https://www.tomshardware.com/news/ai-steals-data-with-keystroke-audio
https://arxiv.org/pdf/2308.01074.pdf
https://www.foxnews.com/politics/ai-test-flight-air-force-unmanned-wingman-aircraft
https://www.theverge.com/2023/8/2/23817406/white-castle-soundhound-ai-sliders
https://www.google.com/search?sca_esv=556495916&q=food+delivery+bot+kicked&tbm=vid&source=lnms&sa=X&ved=2ahUKEwjZ6PDPrdmAAxUThf0HHWzrBGgQ0pQJegQIChAB&cshid=1691920142432720&biw=2327&bih=1180&dpr=2.2
https://www.youtube.com/watch?v n_NhmXnfc
https://www.thesun.co.uk/tech/20793591/coop-delivery-robots-cambridge-kicked-by-workers-tiktok/
https://ktla.com/news/local-news/food-delivery-robots-under-attack-from-vandals-thieves-local-businesses-starting-to-be-affected/
https://www.youtube.com/watch?v=xxzS9qaARv0
https://www.psypost.org/2023/08/chatgpt-is-much-better-than-humans-at-accurately-identifying-emotions-in-fictional-textual-scenarios-167380
https://www.theverge.com/2023/8/1/23815287/meta-ai-persona-generative-llama-instagram-facebook
https://www.cnbc.com/2023/07/28/microsoft-annual-report-highlights-importance-of-gpus.html
Links:
Homepage: https://ykilcher.com
Merch: https://ykilcher.com/merch
YouTube: https://www.youtube.com/c/yannickilcher
Twitter: https://twitter.com/ykilcher
Discord: https://ykilcher.com/discord
LinkedIn: https://www.linkedin.com/in/ykilcher
If you want to support me, the best thing to do is to share out the content :)")
![[ML News] ConvNeXt: Convolutions return | China regulates algorithms | Saliency cropping examined](https://i.ytimg.com/vi/yVKiMh2vEWQ/mqdefault.jpg "[ML News] ConvNeXt: Convolutions return | China regulates algorithms | Saliency cropping examined
#mlnews #convnext #mt3
Your update on whats new in the Machine Learning world!
OUTLINE:
0:00 - Intro
0:15 - ConvNeXt: Return of the Convolutions
2:50 - Investigating Saliency Cropping Algorithms
9:40 - YourTTS: SOTA zero-shot Text-to-Speech
10:40 - MT3: Multi-Track Music Transcription
11:35 - China regulates addictive algorithms
13:00 - A collection of Deep Learning interview questions & solutions
13:35 - Helpful Things
16:05 - AlphaZero explained blog post
16:45 - Ru-DOLPH: HyperModal Text-to-Image-to-Text model
17:45 - Google AI 2021 Review
References:
ConvNeXt: Return of the Convolutions
https://arxiv.org/abs/2201.03545
https://github.com/facebookresearch/ConvNeXt
https://twitter.com/giffmana/status/1481054929573888005
https://twitter.com/wightmanr/status/1481150080765739009
https://twitter.com/tanmingxing/status/1481362887272636417
Investigating Saliency Cropping Algorithms
https://openaccess.thecvf.com/content/WACV2022/papers/Birhane_Auditing_Saliency_Cropping_Algorithms_WACV_2022_paper.pdf
https://vinayprabhu.github.io/Saliency_Image_Cropping/paper_html/main.html
https://vinayprabhu.medium.com/on-the-twitter-cropping-controversy-critique-clarifications-and-comments-7ac66154f687
https://vinayprabhu.github.io/Saliency_Image_Cropping/
YourTTS: SOTA zero-shot Text-to-Speech
https://github.com/coqui-ai/TTS?utm_source=pocket_mylist
https://arxiv.org/abs/2112.02418?utm_source=pocket_mylist
https://coqui.ai/?utm_source=pocket_mylist
https://coqui.ai/blog/tts/yourtts-zero-shot-text-synthesis-low-resource-languages
MT3: Multi-Track Music Transcription
https://arxiv.org/abs/2111.03017
https://github.com/magenta/mt3
https://huggingface.co/spaces/akhaliq/MT3
https://www.reddit.com/r/MachineLearning/comments/rtlx0r/r_mt3_multitask_multitrack_music_transcription/
China regulates addictive algorithms
https://technode.com/2022/01/05/china-issues-new-rules-to-regulate-algorithms-targeting-addiction-monopolies-and-overspending/
https://qz.com/2109618/china-reveals-new-algorithm-rules-to-weaken-platforms-control-of-users/
A collection of Deep Learning interview questions & solutions
https://arxiv.org/abs/2201.00650?utm_source=pocket_mylist
https://arxiv.org/pdf/2201.00650.pdf
Helpful Things
https://docs.deepchecks.com/en/stable/index.html
https://github.com/deepchecks/deepchecks
https://docs.deepchecks.com/en/stable/examples/guides/quickstart_in_5_minutes.html
https://www.dagshub.com/
https://www.dagshub.com/docs/index.html
https://www.dagshub.com/blog/launching-dagshub-2-0/
https://bayesiancomputationbook.com/welcome.html
https://mlcontests.com/
https://github.com/Yard1/ray-skorch
https://github.com/skorch-dev/skorch
https://www.rumbledb.org/?utm_source=pocket_mylist
https://github.com/DarshanDeshpande/jax-models
https://github.com/s3prl/s3prl
AlphaZero explained blog post
https://joshvarty.github.io/AlphaZero/?utm_source=pocket_mylist
Ru-DOLPH: HyperModal Text-to-Image-to-Text model
https://github.com/sberbank-ai/ru-dolph
https://colab.research.google.com/drive/1gmTDA13u709OXiAeXWGm7sPixRhEJCga?usp=sharing
Google AI 2021 Review
https://ai.googleblog.com/2022/01/google-research-themes-from-2021-and.html
Links:
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