[ML News] Meta’s OPT 175B language model | DALL-E Mega is training | TorToiSe TTS fakes my voice

#mlnews #dalle #gpt3

An inside look of what’s happening in the ML world!

Sponsor: Weights & Biases
https://wandb.me/yannic

OUTLINE:
0:00 – Intro
0:20 – Sponsor: Weights & Biases
1:40 – Meta AI releases OPT-175B
4:55 – CoCa: New CLIP-Competitor
8:15 – DALL-E Mega is training
10:05 – TorToiSe TTS is amazing!
11:50 – Investigating Vision Transformers
12:50 – Hugging Face Deep RL class launched
13:40 – Helpful Things
17:00 – John Deere’s driverless tractors

References:
Meta AI releases OPT-175B
https://ai.facebook.com/blog/democratizing-access-to-large-scale-language-models-with-opt-175b/
https://arxiv.org/abs/2205.01068
https://arxiv.org/pdf/2205.01068.pdf
https://github.com/facebookresearch/metaseq/tree/main/projects/OPT
https://github.com/facebookresearch/metaseq/blob/main/projects/OPT/chronicles/OPT175B_Logbook.pdf
https://github.com/facebookresearch/metaseq/tree/main/projects/OPT/chronicles

CoCa: New CLIP-Competitor
https://arxiv.org/abs/2205.01917
https://arxiv.org/pdf/2205.01917.pdf

DALL-E Mega is training


https://wandb.ai/dalle-mini/dalle-mini/reports/DALL-E-Mega–VmlldzoxODMxMDI2

TorToiSe TTS is amazing!
https://github.com/neonbjb/tortoise-tts
https://nonint.com/static/tortoise_v2_examples.html
https://colab.research.google.com/drive/1wVVqUPqwiDBUVeWWOUNglpGhU3hg_cbR
https://github.com/neonbjb

Investigating Vision Transformers
https://github.com/sayakpaul/probing-vits/?utm_source=pocket_mylist


https://keras.io/examples/vision/probing_vits/
https://github.com/sayakpaul/probing-vits/tree/main/notebooks?utm_source=pocket_mylist

Hugging Face Deep RL class launched
https://github.com/huggingface/deep-rl-class

Helpful Things
https://merantix-momentum.com/technology/squirrel/?utm_source=pocket_mylist
https://github.com/merantix-momentum/squirrel-core?utm_source=pocket_mylist
https://pyscript.net/?utm_source=pocket_mylist
https://github.com/google-research/big_vision
https://deepsportradar.github.io/challenge.html
https://github.com/DeepSportRadar/camera-calibration-challenge


https://github.com/AlekseyKorshuk/huggingnft

John Deere’s driverless tractors
https://thenextweb.com/news/john-deere-slowly-becoming-one-worlds-most-important-ai-companies
https://tractorhacking.github.io/

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