Experiments with NLP and GPT-3
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Collecting data for AI, an alternative way
A community driven approach to collecting data.
Apr 16
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nutanc
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Collecting data for AI, an alternative way
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March 2024
AI and the art of doing with little-Part 2
Why should we do with less?
Mar 28
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nutanc
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AI and the art of doing with little-Part 2
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AI and the art of doing with little-Part 1
GPUs, data everything is needed in large amounts. Can we do better?
Mar 5
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nutanc
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AI and the art of doing with little-Part 1
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January 2024
Building Chandamama Kathalu
"Language is not a mere string of words. It has a suggestive power well beyond the lexical meaning"-Ngũgĩ wa Thiong'o
Jan 10
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nutanc
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Building Chandamama Kathalu
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October 2023
Understanding Neural Networks and KE Sieve
A detailed approach to show how KE Sieve is equivalent to a neural network
Oct 29, 2023
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nutanc
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Understanding Neural Networks and KE Sieve
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August 2023
Why it's not totally hopeless to build a ChatGPT clone
"It's totally hopeless" These three words have put the entire Indian startup ecosystem in general and the AI startup ecosystem in particular on…
Aug 14, 2023
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nutanc
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Why it's not totally hopeless to build a ChatGPT clone
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July 2023
Making use of Alpes bit embedding in a vector database
As part of the Ozonetel Hackathon for WhatsApp and generative AI, we have released a couple of examples to create embeddings using AlpesAI and use them…
Jul 10, 2023
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nutanc
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Making use of Alpes bit embedding in a vector database
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Reducing the size of paraphrase-multilingual-mpnet-base-v2 model
Reduce 768 dimension vector floats to 540 bit dimensions
Jul 7, 2023
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nutanc
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Reducing the size of paraphrase-multilingual-mpnet-base-v2 model
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June 2023
The LLM stack
A good discussion on the emergent LLM App stack.(In a way, the AI stack, as everything AI seems to be LLMs now a days…
Jun 23, 2023
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nutanc
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The LLM stack
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Building a vector database in 2GB for 36 million Wikipedia passages
Wikipedia neural search running on a laptop(2GB small model and 10GB large model). https://speech-kws.ozonetel.com/wiki Thanks to @CohereAI for…
Jun 21, 2023
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nutanc
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Building a vector database in 2GB for 36 million Wikipedia passages
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Taking on OpenAI
Steps to build foundational models which Sama seems to think is hopeless to do.
Jun 11, 2023
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nutanc
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Taking on OpenAI
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March 2023
The use cases of large language models(LLMs)
It's not AGI
Mar 12, 2023
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nutanc
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The use cases of large language models(LLMs)
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