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🚨𝐑𝐞𝐥𝐞𝐚𝐬𝐢𝐧𝐠 𝐭𝐡𝐞 𝐓𝐞𝐥𝐮𝐠𝐮-𝐋𝐥𝐚𝐦𝐚-7𝐁-𝐯0-𝐈𝐧𝐬𝐭𝐫𝐮𝐜𝐭 𝐌𝐨𝐝𝐞𝐥 🚀 Last week, we announced Telugu-LLM-Labs, a joint independent collaborative effort by me, and Ramsri Goutham Golla, where we released datasets translated and romanized in Telugu. 🔥 Today,

Open-source models like Llama2 and Mistral are not good with Indian languages because of the scarcity of native tokens in the tokenizer and the lack of a strong presence in training data. One option is to expand the tokenizer vocabulary and pre-train with a lot of native text.

"Machine Learning Engineering Open Book" by Stas Bekman This open book has a lot of information on the Engineering aspects of building DL / ML models specifically LLM and Multi-modal models. This open book is continuously being updated. A pdf version can also be downloaded.

ICYMI - Andrej Karpathy has released an excellent video tutorial on "Tokenization" couple of days back. ⦿ Basics covered: Strings, Unicode code points, and encodings like UTF-8. ⦿ Byte pair encoding algorithm explained and implemented in Python. ⦿ Delving into complexities:

🔥 𝐑𝐞𝐥𝐞𝐚𝐬𝐢𝐧𝐠 𝐈𝐧𝐝𝐢𝐜 𝐆𝐞𝐦𝐦𝐚 7𝐁/2𝐁 𝐈𝐧𝐬𝐭𝐫𝐮𝐜𝐭𝐢𝐨𝐧 𝐭𝐮𝐧𝐞𝐝 𝐦𝐨𝐝𝐞𝐥 𝐨𝐧 9 𝐈𝐧𝐝𝐢𝐚𝐧 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬 — 𝐍𝐚𝐯𝐚𝐫𝐚𝐬𝐚 🚀 We are thrilled to share 🌟 𝐍𝐚𝐯𝐚𝐫𝐚𝐬𝐚, a Gemma 7B & 2B instruction-tuned models in 9 Indian Languages - Perhaps

A great opportunity to work with naren.io on the ML side of things Raven Mail !

🌟 RAG in 2024 with LlamaIndex 🦙 Super excited to share that I will be speaking about RAG in 2024 with LlamaIndex 🦙 at Saama Connect March Meetup in Chennai this Saturday. I will be covering a wide range of topics: 1️⃣ Retrievers 2️⃣ Agents 3️⃣ Latest Research in RAG 4️⃣

In case you missed it, 3Blue1Brown has released a video on "But what is a GPT?Visual intro to Transformers" couple of days back. Even if you have a good knowledge on Transformers, this is highly recommended. Visual illustrations help us grasp the underlying concepts easily.

Yes, Typeform is shit expensive, but that's because they've not upgraded at all. It's exactly the same single-scree interface that it was 10 years ago. Imagine if OpenAI and Typeform had a kid— Introducing Metaforms AI

Ola recently announced that they are bringing affordable AI to Indian developers. 𝐉𝐚𝐫𝐯𝐢𝐬𝐥𝐚𝐛𝐬 an Indian company has been providing affordable GPUs for developers across the globe since 2020. We are a little known, so I want to share our story here. 𝐖𝐡𝐨 𝐰𝐞 𝐚𝐫𝐞

📽️ New 4 hour (lol) video lecture on YouTube: "Let’s reproduce GPT-2 (124M)" youtu.be/l8pRSuU81PU The video ended up so long because it is... comprehensive: we start with empty file and end up with a GPT-2 (124M) model: - first we build the GPT-2 network - then we optimize

An insightful blog by Hamel Husain on "Your AI Product Needs Evals" - a must-read for anyone looking to construct robust LLM evaluation systems for their applications. Here are the three levels of creating LLM evaluation systems: ✨ Level 1 - Unit Tests: ▪ Write scoped tests

As multi-agent systems are on the rise, I wrote a simple blog post on building a "News Agent using CrewAI ." This introductory blog post covers: ✦ Basic building blocks of building an agent system with CrewAI ✦ Creating a custom tool using DuckDuckGo search to get the

I'll be speaking at the Analytics Vidhya DataHack Summit 2024, on "Agentic Framework for #GenAI Applications" Planning to cover the following topics: » Understanding of Multi-agent systems and their frameworks » Practical Tools and Techniques: AutoGen, CrewAI, PhiData, Function

Life update: I have moved to Bay Area to work Meta HQ! 🙏 The flight from India takes a day but my journey was 2 years to get to Silicon Valley: In 2022, Jeremy Howard gave an advice that took over my mind: “You should live in Bay Area for a while if you want to meet some

Kaggle Grandmasters Trio @vopani NIKHIL KUMAR MISHRA Me - Pillars of Competitive data science community in India 🇮🇳 #kaggle

We (Akash Milton, Cursor and I) hacked together a simple app over the weekend - to get the earnings call summaries of companies in Indian markets. Summaries are created by #LLMs and the deployment is done using Vercel Creating apps are getting breezy! App link:

Happy new year to all the fellow folks and AI Agents! 🎇

We should do this in India. Anyone interested in collaborating? Let's not stay behind. Suraksha P SRK