Ravi Theja @ravithejads
AI Engineer Consultant @MistralAI Previously - @llama_index (LlamaIndex) Focused on LLMs, Agents, RAG, and fine-tuning LLMs. linkedin.com/in/ravidesetty/ Bangalore, India Joined December 2010-
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Introducing 20+ connectors powered by MCP and a fully controllable Memory in Le Chat—making it one of the most connected and relevant AI assistants for enterprises and consumers. Why switch to Le Chat? A 🧵
🔥 𝗗𝗮𝘆 𝟭 𝗿𝗲𝗹𝗲𝗮𝘀𝗲: 𝗠𝗶𝘀𝘁𝗿𝗮𝗹 𝗺𝗲𝗱𝗶𝘂𝗺 𝟯.𝟭 Mistral Medium 3.1 is one of the top models in @rungalileo Agent Leaderboard and has an excellent cost<>perf tradeoff. Look at the avg turns and duration! Excellent release from @MistralAI.
is it possible to pretrain a language model using pure reinforcement learning from scratch? random weights, no cross-entropy loss pretraining. you may have many questions in your head.
Don’t stop at context, engineer the workflow to solve agentic use cases. Prompt Engineering → Context Engineering → Workflow Engineering
Don’t stop at context, engineer the workflow to solve agentic use cases. Prompt Engineering → Context Engineering → Workflow Engineering
. @MistralAI Coding Stack for Enterprises is here! 1️⃣ Codestral 25.08 – +30% accepted completions & 50% fewer runaway generations 2️⃣ Codestral Embed – lightning-fast, high-recall search across huge codebases 3️⃣ Devstral – agentic workflows for multi-step development 4️⃣ Mistral…
NEW @MistralAI Cookbook: @HubSpot Dynamic Multi-Agent System with @MistralAI Magistral Reasoning model: Ask questions in plain English → Get analysis/ Report + automated CRM updates
Incredible feat by @sachdh Aryabhatta-1.0 scores 90.2% on JEE Mains, outperforming o4 mini and Gemini Flash 2.5. If you or your organization is looking for RL-as-a-service solutions, Sachin is the go-to person.
Incredible feat by @sachdh Aryabhatta-1.0 scores 90.2% on JEE Mains, outperforming o4 mini and Gemini Flash 2.5. If you or your organization is looking for RL-as-a-service solutions, Sachin is the go-to person.
.@MistralAI releases Voxtral, open source speech understanding models built for real-world applications Available in two sizes 🔹 Voxtral 24B for production-scale deployments 🔹 Voxtral Mini 3B optimized for local and edge use Voxtral delivers state-of-the-art transcription,…
Introducing Devstral Small and Medium 2507! This latest update offers improved performance and cost efficiency, perfectly suited for coding agents and software engineering tasks.
Excited to see @MistralAI Small 3.2 powering the text LLM behind Unmute, the open-source voice AI from @kyutai_labs 🎤🤖
Excited to see @MistralAI Small 3.2 powering the text LLM behind Unmute, the open-source voice AI from @kyutai_labs 🎤🤖
🌉 Bridging Offline & Online RL for LLMs 🌉 📝: arxiv.org/abs/2506.21495 New paper shows on verifiable & non-verifiable tasks: - Online DPO & GRPO give similar performance. - Semi-online (iterative) DPO with sync every s steps (more efficient!) works very well also. - Offline DPO…
Today, Maya Research is launching Veena A speech model that speaks like India does. Every voice tells a story. Open source.
Introducing Mistral Small 3.2, a small update to Mistral Small 3.1 to improve: - Instruction following: Small 3.2 is better at following precise instructions - Repetition errors: Small 3.2 produces less infinite generations or repetitive answers - Function calling: Small…
How to train a reasoning model, specifically Magistral from @MistralAI? Here is a quick video walkthrough of the paper.
Announcing Magistral, our first reasoning model designed to excel in domain-specific, transparent, and multilingual reasoning.
ollama run magistral
ollama run magistral
Excited to introduce @MistralAI Mistral Code! 🤖 The most customizable AI-powered coding assistant for enterprises! 🛠️ Frontier coding models, fully customizable & tunable to your codebase 🌟 State-of-the-art coding assistance & agentic coding, in your control 🔧 One platform,…
for those of you following pure rl shenanigans, here's the complete plan github.com/tokenbender/av…
for those of you following pure rl shenanigans, here's the complete plan github.com/tokenbender/av… https://t.co/IyIoi5elRk
Build AI agents with the @MistralAI Agents API Mistral Agents API now supports: ✅ MCP support ✅ Agent handoffs & orchestration ✅ Code execution. ✅ Search the web for real-time info ✅ Generate images with FLUX1.1 Pro Ultra 🔥 3x performance boost: 75% vs 23% accuracy…
i cannot believe the quality code i am getting out of Mistral Devstral with Roo/Cline running on a single RTX 4090 if you told me this would happen a year ago, i would have agreed, but seeing it in reality is still very impressive we came a long way from llama 2 lol

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