Ram Kadiyala (@_1024_m) header
Ram Kadiyala (@_1024_m) profile picture

GTM & DevRel @Lexsi_labs Community Projects Lead @Cohere_Labs

Bangalore
Joined August 2024
Photo by Ram Kadiyala (@_1024_m)Photo by Ram Kadiyala (@_1024_m)
Ram Kadiyala retweeted
Today we are releasing our first version of MoE class model - OrionMoE-Small-v1.0 from Lexsi Labs. It is the first MoE tabular foundation model to stand alongside frontier dense models, competing with models up to twice its size. Tables are the most varied data enterprises run on, yet most foundation models still push every table through the same computation. We think the next step for tabular AI is models that adapt how they compute, not only how large they grow. This is version 1. We will scale the OrionMoE family from here. Early access: orionmoe.lexsi.ai Technical report: arxiv.org/abs/2610.20418 Blog: lexsi.ai/resources/articles/… Big kudos to Mohamed Bouadi, PhD, Nassim Bouarour, @AdityaTann18002, @SVinayKumar12 from our Paris lab. Its experts sit at the core of the backbone, and each table chooses its own, routed by a learned summary of the dataset. On TabArena it ranks 12th of 38 methods, above every tuned tree and neural baseline. On every suite, it rates above larger models. #LexsiLabs #TabularFoundationalModels #OrionMoE #TFMs #EntepriseModels
3
11
3
44
2,123
Ram Kadiyala retweeted
🚀 Lexsi - AI Safety and Alignment Hackathon — $30,000+ in prizes and credits in collaboration with @Cohere_Labs and @huggingface Build with Lexsi Labs' open-source post-training, safety and alignment stack, alongside Cohere Labs and Hugging Face. 🗓 Nov 1 – 21, 2026 · 🌐 Online · 👥 Teams of 1–3 Register here: hackathon.lexsi.ai/ If you are in Bangalore, you can also register for the hackathon kickoff event which covers invited talks from the organizing teams, deepmind, IISc, redhat etc... 🗓 Oct 31, 2026 Register here : luma.com/66jkhulx
1
2
1
16
154,142
Ram Kadiyala retweeted
A big announcement from Lexsi Labs: Lexsi Labs (@Lexsi_labs) , Cohere Labs (@cohere ) and Hugging Face(@huggingface) are partnering on the Lexsi AI Safety and Alignment Hackathon, one of the biggest hackathon on post-training and AI Safety & Alignment. Nov 1 to 21, 2026. Online, free, open to builders worldwide. Teams build real post-training pipelines: - Models: open-weights Tiny Aya and Aya Expanse from Cohere Labs - Tooling: six open-source Lexsi Labs toolkits (AlignTune, CuratorKIT, AuditKIT, SafeTune, CircuitKIT, AgentTune) - Artifacts: models, adapters, logs and datasets hosted on Hugging Face Three tracks: fine-tuning and data curation, AI red teaming and safety, agentic fine-tuning. Each submission chains at least two toolkits and reports before-and-after metrics. $30,000+ in prizes and credits, GPU credits for up to 800 teams, Demo Day for the top 20, and interviews at Lexsi Labs for standout builders. Kickoff: Bengaluru, Oct 31, with an online option. Registration starts today at: hackathon.lexsi.ai Thank you to @huggingface and @cohere for building this with us.
9
52
10
498
175,513
"Help help, the 70 IQ Indians are coming over here and beating us on all the standardized tests" 🤨
193
361
30
5,924
175,331
Ram Kadiyala retweeted
⚠️ IF THAT FLYDUBAI PLANE HAD CRASHED… 1️⃣ The Indian pilot would have been blamed instantly. 2️⃣ Racists would have flooded social media with “Indian pilots” narratives before investigators even reached the wreckage. 3️⃣ Pakistani troll accounts would have amplified it, turning a tragedy into another India-bashing opportunity. 4️⃣ AI171 and the Phuket incidents would have been dragged in as evidence of a “pattern of behaviour” of Indian pilots. 5️⃣ Every unrelated Indian aviation incident would suddenly have become part of a narrative about supposedly “unsafe Indian pilots”. 6️⃣ Meanwhile, Oman’s lack of any meaningful history of aviation terrorism would have been used to bolster the India pilot angle. 7️⃣ If Indian pilot Capt Smit hadn’t survived & fought back to save the plane, the world would have got an entirely different story.
748
10,791
328
39,382
667,117
Ram Kadiyala retweeted
The wait is over! Meet Arduino VENTUNO Q, where AI takes action. 💬 Run local LLMs like Qwen 3, Gemma 4, and Qwen 3 VLM directly on the board 🧠 NPU + CPU + GPU +MCU: @Qualcomm Dragonwing IQ-8275 with up to 40 dense TOPS of AI performance and STM32H5 microcontroller for real-time control 🗄️ 16 GB RAM + 64 GB eMMC + expandable storage 🪁 Linux-powered, pre-loaded with Ubuntu OS + Zephyr RTOS 🛠️ Build AI faster using Arduino App Lab, @huggingface, @EdgeImpulse, and Qualcomm AI Hub 💨 Move seamlessly from prototype to production through Works with Arduino Certification Program The first batch won’t last. Pre-order your VENTUNO Q with a free power supply and USB-C cable included! Get ready to enter a new era of Physical AI: arduino.cc/product-ventuno-q
175
943
495
6,993
2,240,872
Ram Kadiyala retweeted
they’re buying attention by manufacturing a reason for people to discuss them, then eventually coming up with a clarification or an event that surprises everyone. half the people sharing the outrage tweets are probably from the same gang too. it might generate attention, but it’ll ultimately kill trust. they think they can fool people n that they’re being clever, but they’re actually being clever by half.
1
2
14
3,922
Ram Kadiyala retweeted
Have you signed up for the Cohere Labs Open Science Community ML Summer School? 📚 ✨ ML Summer School kicks off next week, join us to learn about ML Agents, Diffusion Models, Reinforcement Learning, Career Planning and so more! Register today: cohere.link/xHeONbj 🎤 We're looking forward to welcoming @_amirbar, Elizabeth Lingg, @irombie, Julia Kreutzer, @KatrinaL2899, Laurie Voss, @maximelabonne, @itsNVA7, @PuyuanPeng, @_1024_m, @SidYaeger, @SreyanG, Tushar Udeshi, Vivian White, Yash Mali 💙 A huge thank you to our community leads for organizing this program @AhmadMustafaAn1 @Rafay_Mustafa1,@KanwalMehreen2,@PrahithaM, Anu Adesina, @VivekS100 and @rahul_narava!
1
5
3
16
3,479
Ram Kadiyala retweeted
Let's get studious. 🏫 This month, the Cohere Labs Open Science Community ML Summer School returns! Join us to be part of a global community exploring the future of ML and hear from speakers across the industry. Register to save your spot today: cohere.link/xHeONbj We're looking forward to welcoming @_amirbar, Elizabeth Lingg, @irombie, Julia Kreutzer, @KatrinaL2899, Laurie Voss, @maximelabonne, @itsNVA7, @PuyuanPeng , @_1024_m, @SidYaeger, @SreyanG, Tushar Udeshi, Vivian White, Yash Mali 🔥 A huge thank you to our community leads for organizing this program @AhmadMustafaAn1, @Rafay_Mustafa1, @KanwalMehreen2, @PrahithaM, Anu Adesina, @VivekS100, and @rahul_narava! ✨
21
7
66
16,212
Ram Kadiyala retweeted
“What’s my approval rating?” - It’s bad Mr Prime Minister. It’s -43. It’s…it’s in the mud. “Could it get lower?” - I mean anything COULD happen but realistically- “Kill the ponies.” - Wha- “The ponies. The cute little ponies. Kill them.” - Sir, they’re endangered “Fuck ‘em. Make the call.”
Exclusive from @oliver_wright Dartmoor ponies could be subject to mass culling to reduce the impact on biodiversity after a controversial ruling by the government’s environmental quango Natural England has demanded that all livestock grazing on the moor is reduced by about 75 per cent to protect other habitats, plants and species The move looks set to result in the culling of up to nine in ten of the semi-wild ponies as farmers prioritise their own cattle and sheep to remain within Natural England’s limit to minimise the impact on their own livelihoods Natural England argued that the move was necessary to protect the diversity of Dartmoor, which is a designated site of special scientific interest However, the plan goes against a government commissioned review into the future of Dartmoor, published two years ago, which concluded that Natural England “should not take actions likely to result in a reduction in pony numbers”, adding they were “invaluable for conservation grazing” The move has led to claims that the quango is acting as judge, jury and executioner of the ponies — a species which is itself seen as endangered Dartmoor ponies could be put to death under biodiversity plans thetimes.com/article/ba529f3…
149
2,602
91
31,937
1,403,258
Ram Kadiyala retweeted
Congrats to everyone involved in Kaleidoscope, a cross-institutional collaboration accepted to ICLR 2026 🔥 A special shoutout to @mziizm who championed this collaboration from day 1. It is the first accepted paper for many of the collaborators who are first time authors.
🚀 We are excited to introduce Kaleidoscope, the largest culturally-authentic exam benchmark. 📌 Most VLM benchmarks are English-centric or rely on translations—missing linguistic & cultural nuance. Kaleidoscope expands in-language multilingual 🌎 & multimodal 👀 VLMs evaluation
4
14
1
62
6,813
Ram Kadiyala retweeted
Many researchers join our community seeking mentorship, support, and a roadmap as they embark on their journeys. @_1024_m and @jebish7 did just this. Now, just 2 years later, they are creating these pathways for others, opening doors, and leading the way.
1
3
1
15
1,599
Ram Kadiyala retweeted
In 2025, our Open Science Community Leads showed what’s possible when AI research is built in the open. 38 leads, 17 programs, 125 guest speakers advancing open, collaborative AI across the world (find all talks here! cohere.link/uw1lvQQ). 🤯
2
20
2
30
3,691
Ram Kadiyala retweeted
Our open science community welcomes a new group focusing on agents, led by @_1024_m & @jebish7. They'll explore: 📊evaluation frameworks 🖥️agentic applications 🏇efficient systems ...via panel discussions and community-led projects. Join our community on this exploration.
2
4
1
46
2,478