Sudipto Ghosh

He/Him | PhD Student @iitdelhi | LLM Coordination | BSc + MSc CS @univofdelhi | Prev: GRM Mentee @ibmresearch; SDE @jhatkaadotorg; OSS Fellow @mlhacks

[ayan sengupta @ayans007]

🔬 Parmanu (Hindi for Atom) is live.

Parmanu is part of the Computational Social Systems (LCS2) @lcs2lab at IIT Delhi, led by Prof. Tanmoy Chakraborty @Tanmoy_Chak , and is our dedicated home for Efficient Large Language Models (LLMs) and Small Language Models (SLMs).

We’re at a turning point in AI. The future won’t be defined by scaling alone - it will be shaped by efficiency, accessibility, and real-world deployability. Parmanu is our effort to push this efficiency-first vision forward. ✨🤖

🔗 Explore the project page: https://t.co/siVwaKY1GN

Why Parmanu matters 🔥

• 📚 A centralized hub for our research, with papers accepted at ICLR, ICML, NeurIPS, TACL, ACL, and TMLR
• 🛠️ Open access to tools, code, and artifacts spanning model compression, KV efficiency, PEFT, inference optimization, knowledge distillation, and model coordination
• 🧠 A growing ecosystem focused on making strong language models smarter per parameter, not just larger

What this means for the community

For researchers 👩‍🔬👨‍🔬

A curated, evolving resource tied to top-tier venues

Reproducible artifacts and principled problem formulations

A shared space to advance efficiency-centric LLM research

For practitioners 👩‍💻👨‍💻

Practical techniques to deploy LLMs under tight latency and memory budgets

Faster paths from paper → production

Tools that actually work under real deployment constraints

What’s coming in 2026 🚀🔮

• 📊 Efficient LLM/SLM leaderboards
• 🧪 Open-sourced efficient LLM artifacts
• ⚙️ More tools for compression, distillation, and inference
• 🤝 Deep integration with Hugging Face and other popular libraries

If you’re excited about efficient, sustainable, and scalable AI, check out Parmanu, share feedback, and collaborate with us. The next wave of LLMs won’t just be bigger - they’ll be leaner, faster, and more impactful. 🌟

#EfficientLLMs #SLMs #ModelCompression #InferenceOptimization #KnowledgeDistillation #AIResearch #NLP #ICLR #ICML #NeurIPS #ACL #TACL #TMLR #IITDelhi #LCS2 #Parmanu

[Tanmoy Chakraborty @Tanmoy_Chak]

🚀 Today I gave a keynote at ACM COMPUTE on “Rebooting NLP Teaching in the LLM Era”.

Slides: https://t.co/RITzfE4VAI

I proposed a 42-hour NLP curriculum that fuses classical statistical NLP with modern LLMs.

I'd love to hear feedback, perspectives, or experiences from the NLP community — how are you approaching NLP education today? 🙌

@Indiaacm #ACMCOMPUTE #ComputingEducation #AI4Education

[Tanmoy Chakraborty @Tanmoy_Chak]

🚀 Introducing an open-access course on #LLMs: Intro & Recent Advances! 🌐
- Covered both traditional and recent research in LLMs
- A collaborative effort between industry and academia
- W𝐞𝐛𝐬𝐢𝐭𝐞: https://t.co/7VHS4OqG8c
- 𝐋𝐞𝐜𝐭𝐮𝐫𝐞 𝐯𝐢𝐝𝐞𝐨𝐬: https://t.co/jCuyIHHt0n

[Tanmoy Chakraborty @Tanmoy_Chak]

It's a blockbuster performance by our lab @lcs2lab at #EMNLP2024. 8 out of 8 papers have been accepted. Our gang is coming to Miami. 👊
@emnlpmeeting @iitdelhi

[Edward Snowden @Snowden]

If it were iPhones that were leaving the factory with explosives inside, the media would be a hell of a lot faster to cotton on to what a horrific precedent has been set today. Nothing can justify this. It's a crime. A crime. And everyone in the world is less safe for it.

[Ashish Bagchi @BagchiAsh]

"पढ़ेगा इंडिया, तभी तो बढ़ेगा इंडिया"

[Abhishek Baxi @baxiabhishek]

This is not just inane but also irresponsible for an influential person to put out. Typical techbro posturing passed off as intellectual inquisitiveness.

[Sudipto Ghosh @ScientificGhosh]

science ≠ engineering

[Apar Gupta @apar1984]

As news reports come in on the withdrawal of the Broadcasting Services (Regulation) Bill, 2024, I would like to thank everyone who reported, worked and educated others on its dangerous provisions. This is a broad coalition of diverse individuals, groups and organisations who have stood up and asked the government for transparency and contested political censorship.

My own assessment is that these reports indicate merely a retreat and an official ministerial statement or admission in parliament is necessary for confirmation. However, small victories do matter and it’s important to pause and cheer for public accountability.

Hope that the MIB practices the Pre-Legislative Consultation Process (PLCP) in letter and spirit for future legal proposals. I hope to continue providing a political economy framing and a detailed legal analysis that advances policy and public deliberation.

[LCS2 Lab @lcs2lab]

We are in Bangkok for #ACL2024NLP! 🌟 @Tanmoy_Chak and his PhD students @shivam6891 @anwoy_ @_themessier are presenting three papers. Catch us at the conference! 🧑‍💻
🔗 https://t.co/jKiTJrtqbK
🔗 https://t.co/6MTMpeS7tS
🔗 https://t.co/ky70ES9qDs
#NLP #LLMs #CSS #Research #Bangkok

[Sudipto Ghosh @ScientificGhosh]

@helmetwtf @dakuwithchaku no, brain fog 😂

[LCS2 Lab @lcs2lab]

📢 Media Mention! @Tanmoy_Chak recently participated as a panellist on the Yeh Hai India programme on @UrduDoordarshan 📺 Watch the full interview to listen to his thoughts on the impact of #AI like #ChatGPT on #AcademicIntegrity https://t.co/UdNLLohKBp #AIinEducation #Plagiarism

[Maxime Labonne @maximelabonne]

I made the closed-source vs. open-weight models figure for this moment.

[LCS2 Lab @lcs2lab]

✨JMIR Mental Health! ✨
Glad to share the acceptance of our work: A significant collaborative effort with @aiims_newdelhi, @aiimsrishi, and @yourdost. Check out our LinkedIn post!
https://t.co/WeJV0YFlQx
#MentalHealth #LLMs #AIResearch #MentalHealthResearch #AIforHealthcare

[Nicolas Krassas @Dinosn]

Airtel India Complete Customers DB Leak - 375 million customers

[Ponnurangam Kumaraguru “PK” @ponguru]

#Day7 One of the busiest days #ACMIndia #ResponsibleAI #SummerSchool with many external speakers joining us. 🙏 Thanks @amlanjo Arun, Bharathi @meghaarora42 Sudarsan & Tanuja for sharing your expertise, including showing live demo (#ResponsibleAI part) of systems. 🎤✨ #ProfGiri

[Sudipto Ghosh @ScientificGhosh]

first-author paper accepted at lkm workshop at the #ijcai2024 conference

[Sudipto Ghosh @ScientificGhosh]

@AnarchicAskhole but abhi to mai lecture hall me ja raha tha, mess se aa raha tha, thanda paani leke, emotion samjho

[Sudipto Ghosh @ScientificGhosh]

bhai false positive hai ye, guardrail mat karo mujhe, rant karne do bhayi

[Sudipto Ghosh @ScientificGhosh]

@AnarchicAskhole there are nilgai, deer, snake and mongoose as well, but the monkeys are causing me to rant here, it's bad, they get into locked hostel rooms and just ransack the entire place, the list goes on