We broke it all down: Key papers & model architectures Design tradeoffs: MoE, GQA, layer ordering Benchmarks across RULER, MMLU, ARC, HumanEval Open weights + distillation strategies
Read the full story here:
OPEN SOURCE
-
Comprehensive Analysis of Model Architectures and Design Tradeoffs
By
–
-
Major AI Companies Release Mamba Architecture Models 2026
By
–
Since then, the space has exploded: @AI21Labs → Jamba & Jamba 1.5 @NVIDIAAI → MambaVision, Nemotron-H @MistralAI → Codestral Mamba @togethercompute → Mamba-Llama @IBMResearch → Bamba @TencentGlobal → Hunyuan TurboS @MSFTResearch →
-
Mamba Paper: Revolutionary Foundation for Scalable LLM Architecture
By
–
It started with the original Mamba paper (Dec 2023) from @_albertgu & @tri_dao
:
→ Linear-time inference
→ Content-aware computation
→ Attention-free modeling That single paper cracked open a whole new path for scalable LLMs. -
Meta Releases OMC25 Dataset with 25 Million Molecular Crystal Structures
By
–
We’re also releasing the Open Molecular Crystals (OMC25) dataset, comprised of 25 million structures, that was created to enable the FastCSP workflow. Read the paper: https://
ai.meta.com/research/publi
cations/open-molecular-crystals-2025-omc25-dataset-and-models/
… Find the dataset: https://
huggingface.co/facebook/OMC25 We’re excited to share these advances, -
Open Source AI Boom Reshapes Risk Attitudes and Regulation
By
–
Amazing. We live in a world where there’s an explosion of open source AI models, a complete different attitude toward risk than 4 years ago, a clear failure of regulation on chips, safer and very useful models helping many with productivity and health (especially accessible
-
100+ Free AI Agents and RAG Tutorials Released
By
–
Stay tuned for more such interesting posts → @Saboo_Shubham_ I have created 100+ AI Agents and RAG tutorials, 100% free and opensource. P.S: Don't forget to star the repo to show your support
-
Free Open Source Alternative to Lovable v0 Bolt Replit
By
–
Damn…I just found an opensource alternative to Lovable, v0, Bolt, and Replit!
— Shubham Saboo (@Saboo_Shubham_) 5 août 2025
And it's 100% free, local and Opensource. pic.twitter.com/xK02FHsmXDDamn…I just found an opensource alternative to Lovable, v0, Bolt, and Replit! And it's 100% free, local and Opensource.
-
3D-R1: Open-Source Model Enhances 3D Vision Language Reasoning
By
–
3D-R1 is out on Hugging Face
— AK (@_akhaliq) 5 août 2025
Enhancing Reasoning in 3D VLMs for Unified Scene Understanding
3D-R1 is an open-source generalist model that enhances the reasoning of 3D VLMs for unified scene understanding pic.twitter.com/R45DenlDOM3D-R1 is out on Hugging Face Enhancing Reasoning in 3D VLMs for Unified Scene Understanding 3D-R1 is an open-source generalist model that enhances the reasoning of 3D VLMs for unified scene understanding
-
New ODAC25 CO2 Capture Materials Dataset Released
By
–
It was a huge pleasure to work with the @AIatMeta and @GeorgiaTech teams to release this new and exciting ODAC25 dataset on CO2 capture materials.
-
Open Models Cannot Match This Capability Yet
By
–
we don't have any open model that produces anything remotely like this and that is my point