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Suraj Parmar
9,295 posts
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Suraj Parmar
@parmarsuraj99
parmarsuraj.com
Toronto, Canada
Joined March 2018
1,135
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  • user avatar
    Suraj Parmar
    @parmarsuraj99
    Mar 29, 2024
    Replying to @jxmnop
    Looks like draw.io
    69K
  • user avatar
    Suraj Parmar
    @parmarsuraj99
    Jul 22, 2021
    Not your server, not your posts or videos.
  • user avatar
    Suraj Parmar
    @parmarsuraj99
    Apr 25, 2020
    #NLP For Indian languages! Why not start from संस्कृत? Uploaded my first model trained on Sanskrit(Wikipedia) on @huggingface 's models. This is democratizing NLP🤗🙏 . 25 downloads in 24hrs!!😀 More models waiting to be uploaded, Stay Tuned, stay safe.
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    Suraj Parmar
    @parmarsuraj99
    Nov 10, 2023
    Replying to @ClementDelangue
    the internet
    15K
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    Suraj Parmar
    @parmarsuraj99
    Jan 28, 2021
    From #wallstreetbets to @numerai Signals. Includes a 'Run all' @GoogleColab Notebook. Couldn't resist 😃 #reddit
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    From r/WSB to Signals
    From parmarsuraj99.medium.com
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    Suraj Parmar
    @parmarsuraj99
    Mar 27, 2023
    Transformers X @numerai datasets. Something I was working on for last few weekends. - Comes with a "Run all" Colab notebook. - Transformer on Eras as sequences - low compute - Runs under 20 min #MachineLearning #ArtificialIntelligence #NumeraiOrDie
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    “Eras” of Transformers
    From parmarsuraj99.medium.com
    21K
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    Suraj Parmar
    @parmarsuraj99
    Jun 26, 2020
    In a fine-tuning experiment on LM using @huggingface Transformers 1) It quickly learned the difference b/w Gujarati vowels ઇ - i and ઈ - ee confidently 2) It's also able to detect very subtle sign of contradiction (leading to negation). 🧐 #NLProc #Gujarati #MachineLearning
    Model Predicting difference between vowels in Gujarati
    Model detecting contradiction
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    Suraj Parmar
    @parmarsuraj99
    Feb 22, 2024
    Replying to @svpino
    Add a bit of non-linearity, stack a billion of them, and the machine is suddenly conscious
    13K
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    Suraj Parmar
    @parmarsuraj99
    Sep 4, 2020
    Don't just submit and wait, evaluate! Here are some metrics that will help you in evaluating and selecting your best @numerai models. “Evaluating Financial Machine Learning Models on Numerai" #NumeraiOrDie #DataScience #Crypto #MachineLearning medium.com/@parmarsuraj99…
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    Suraj Parmar
    @parmarsuraj99
    Nov 23, 2023
    Replying to @yacineMTB
    I still feel 70B are over-parameterized, there's lots of learning remaining on the descent
    4.2K
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    Suraj Parmar
    @parmarsuraj99
    Nov 22, 2020
    Can you make unique and equally good predictions? Here's my take on @numerai 'Signals' tournament with @GoogleColab notebook. hope it helps 🙂 #MachineLearning #DataScience #ArtificialIntelligence #Crypto #NumeraiOrDie
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    Let’s talk about Signals
    From parmarsuraj99.medium.com
  • user avatar
    Suraj Parmar
    @parmarsuraj99
    Oct 27, 2021
    A Super Easy Guide to the Super Massive Numerai Dataset on @wandb report @numerai #DataScience #MachineLearning #ArtificialIntelligence
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    wandb.ai
    A Super Easy Guide to the Super Massive Numerai Dataset
    An easy guide to the Numerai Classic's Super massive data. It's easy on compute too!. Made by Suraj Parmar using Weights & Biases
  • user avatar
    Suraj Parmar
    @parmarsuraj99
    May 1, 2020
    Happiness is getting your First PR merged to the library that you appreciate and love. @huggingface @julien_c This is really motivating 🤗🙏 #NLProc #github
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    Suraj Parmar
    @parmarsuraj99
    Sep 24, 2022
    GM! @numerai @aventurine_eth @matlabulous
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