Subir

🇮🇳 Amazon Science

[Subir @subir_sbr]

I just published Multi-objective Ranking in Large-Scale E-commerce Recommender Systems
#ecommerce #mixture_of_experts #multi_objective #large_scale_recom #Transformers
https://t.co/IjnjpVQpDA

[Subir @subir_sbr]

The Journey to Machine-Learned Re-ranking | Mercari Engineering https://t.co/ySkJrJ4MDf
#ltr #informationretrieval
via @MercariDev

[Subir @subir_sbr]

I just published Retrieval-Augmented Generation — Deep Dive

#MachineLearning #LLM #RAG #GenAI
https://t.co/abMZOV318z

[Subir @subir_sbr]

I just published Multi-objective Ranking in Large-Scale E-commerce Recommender Systems
#ecommerce #mixture_of_experts #multi_objective #large_scale_recom #Transformers
https://t.co/IjnjpVQpDA

[Subir @subir_sbr]

@crptAtlas kiro already has spec mode

[Arpita Srivastava @A_Srivastava_]

@RockefellerUniv
https://t.co/7Lmph5h9E4
@subir_sbr
@ZoologicalI
@UoA_Official
@DiatomAppSoc
@https://www.linkedin.com/in/jyoti-verma-3a80ab170?utm_source=share_via&utm_content=profile&utm_medium=member_android

[Subir @subir_sbr]

@chiragbarjatya try bevel

[Subir @subir_sbr]

@goyal__pramod @grok key takeaways from this paper

[Vishwa Shanti Sewa Samiti Prayagraj @Vssctprayag]

🌸🌸राधा साध्यम साधनं यस्य राधा, मंत्रो राधा मन्त्र दात्री च राधा। सर्वं राधा जीवनम् यस्य राधा, राधा राधा वाचि किम तस्य शेषम।।🌸🌸🎉🎉
आप सभी को हमारी प्यारी किशोरी जू के प्राकट्योत्सव की #विश्व_शांति_सेवा_समिति_प्रयागराज की ओर से हार्दिक शुभकामनाएं।।
#radharadha #radhaashtami

[Vishwa Shanti Sewa Samiti Prayagraj @Vssctprayag]

#गुरु_पूर्णिमा_महोत्सव #निमंत्रण

#राधे_राधे🙏🏻
गुरुर ब्रह्मा गुरुर विष्णु गुरुर देवो महेश्वरः।
गुरुः साक्षात् परं ब्रह्म तस्मै श्री गुरवे नमः॥

श्री गुर पद नख मनि गन जोती। सुमिरत दिब्य दृष्टि हियँ होती॥
दलन मोह तम सो सप्रकासू। बड़े भाग उर आवइ जासू॥

[Sarvam @SarvamAI]

Today we introduce Sarvam-M, a 24B open-weights hybrid model built on top of Mistral Small.

Sarvam-M achieves a new benchmark across a range of Indian languages, math, and programming tasks, for a model of its size.

Here is a detailed technical blog on how we customize fine-tuning and reinforcement learning recipes, and optimize deployment - https://t.co/HfxIlGjSGt

Sarvam-M is built for versatility and designed to support a wide range of applications, including conversational agents, translation, educational tools, and so much more.

You can now try Sarvam-M on the Sarvam API - https://t.co/MGDxscK4Ws

This is the first in a series of contributions as we help build out the Sovereign AI Ecosystem in India.

Stay tuned for more updates in the coming weeks.

[Sebastian Raschka @rasbt]

How to Teach LLMs to Follow Instructions
I just shared a new tutorial video as part of the Build a Large Language Model From Scratch series!

In this one, we take a pre-trained decoder-only model and turn it into a small personal assistant that can handle free-form instruction-following tasks like answering questions, rewriting text, or generating short responses.

From my experience working with teams building LLM applications, I’ve noticed that many people still think instruction fine-tuning is complicated. But as you’ll see, we reuse the same loss function (and even the same training loop) as during pre-training. The only real difference? How we format the data.

In this video, I walk through:

1. What instruction fine-tuning actually is
2. How to format data into prompt/response pairs using common templates
3. A lightweight dataset to demonstrate the process
4. Practical tips like dynamic padding, loss masking, and clean end-of-text handling

The model we train here is not a ChatGPT competitor, but it is small and fast, which is ideal for educational use, and great way to understand the principles behind instruction-following LLMs.

The full walkthrough is available here: https://t.co/Lk0gQcVhGQ

[Subir @subir_sbr]

@eugeneyan wrote a blog while learning RAG

Retrieval-Augmented Generation — Deep Dive https://t.co/QcCuJk3xI9

[Subir @subir_sbr]

@HanchungLee i did.

Retrieval-Augmented Generation — Deep Dive https://t.co/QcCuJk3xI9

[Subir @subir_sbr]

@FreshworksInc

#SaasAI2025

.

#SaaSAtScale #AI #Data #Networking #Hyderabad #SaaS #ArtificialIntelligence #MachineLearning #TechConference #DataScience #StartupGrowth #FutureOfWork #BusinessNetworking #CloudComputing #Innovation

https://t.co/MbymkWyCdK

[Devkinandan Thakur Ji ( सनातनी ) @DN_Thakur_Ji]

चतुर्थ || सनातन धर्म संसद ||

आज सब कुछ भूलकर, केवल अपने धर्म की रक्षा के लिए मजबूती से खड़े रहना है।

समय की मजबूरी है, सनातन बोर्ड जरूरी है।

#kumbhoftogetherness #WeSupportSanatanBoard #AllEyesOnSanatanBoard #SanatanDharamSansad #27JanuarySanatanDharamSansad #27JanuaryChaloKumbh
#27JanuaryForSanatanBoard

[Subir @subir_sbr]

🚩 चतुर्थ सनातन धर्म संसद, प्रयागराज 27 जनवरी 2025 || Shri Devkinandan Th... https://t.co/mPsBOyn28i via @YouTube

[Subir @subir_sbr]

#kumbhoftogetherness #WeSupportSanatanBoard #AllEyesOnSanatanBoard #prayagraj #mahakumbh2025 #27JanuaryForSanatanBoard #27JanuaryChaloKumbh #27JanuarySanatanDharamSansad
#WeSupportDevkinandanJi

[Zee MP-Chhattisgarh @ZeeMPCG]

Devkinandan Thakur Exclusive : महाकुंभ में 'धर्म संसद', देवकीनंदन ठाकुर से खास बातचीत

#SanatanBoard #DevkinandanThakur #Exclusive #DharmSansad #Mahakumbh2025 #ZeeMPCG

For More Updates: https://t.co/P88PaoupXm

[Zee MP-Chhattisgarh @ZeeMPCG]

Devkinandan Thakur Exclusive : महाकुंभ में 'धर्म संसद', देवकीनंदन ठाकुर से खास बातचीत

#SanatanBoard #DevkinandanThakur #Exclusive #DharmSansad #Mahakumbh2025 #ZeeMPCG

For More Updates: https://t.co/P88PaoupXm

[Subir @subir_sbr]

#kumbhoftogetherness #WeSupportSanatanBoard #AllEyesOnSanatanBoard #prayagraj #mahakumbh2025 #27JanuaryForSanatanBoard #27JanuaryChaloKumbh #27JanuarySanatanDharamSansad
#WeSupportDevkinandanJi

[Vistaar News @VistaarNews]

"सनातन ही विश्व का एकमात्र भविष्य है..."- प्रयागराज में हो रहे धर्म संसद पर बोले सद्गुरु जग्गी वासुदेव

#Sadhguru #SadhguruJaggiVasudev #SanatanDharma #SanatanBoard #VistaarNews