Mastodawn

All Things Open 4d ago

🚀 NEW on We ❤️ Open Source 🚀

Small language models are becoming a serious production choice, not just a compromise.

Nihal Kaul looks at how open source tooling helps teams fine-tune, serve, and deploy smaller models with more control.

https://allthingsopen.org/articles/small-language-models-open-source-ai-production

#WeLoveOpenSource #OpenSource #AI #SmallLanguageModels

Mickai 5d ago

Small language models do not just shrink the cloud. They end it. The sovereignty thesis becomes practical the day the model fits on the device.

https://mickai.co.uk/articles/small-language-models-finally-unlock-sovereign-ai

#smalllanguagemodels #slm #ondeviceai

Small language models do not just shrink the cloud. They end it. The sovereignty thesis becomes practical the day the model fits on the device.

The early-2026 SLM wave (Phi-4, Llama 3.3 8B, Gemma 3 4B, Mistral Small 3, Qwen 2.5 3B) is being sold as cheaper inference. The real story is sovereignty. With the model on the device, the vendor leaves the trust chain, and a per-action signed audit ledger becomes feasible for the first time. Mickai's filed-patent stack was waiting for this moment.

נקודה ופסיק; Semicolon Mar 6

SLM for home feed filtering.

ngl feels kinda necessary.

Not everytime there's a specific keyword I can easily filter for and block.

#sml #smalllanguagemodels #feelfiltering

sayzard Feb 16

fly51fly (@fly51fly)

LaCy 논문: 작은 언어모델(Small Language Models)이 단순한 손실 최소화만이 아니라 무엇을 학습해야 하는지에 관해 논의한다. S. Ujváry, L. Béthune, P. Ablin, J. Monteiro 등 저자와 Apple 참여(2026, arXiv). 작은 모델의 학습 목표 재설계, 평가 지표 및 훈련 전략에 대한 이론적·실용적 제안 포함.

https://x.com/fly51fly/status/2023154264370294790

#smalllanguagemodels #lacy #languagemodels #research

fly51fly (@fly51fly) on X

[CL] LaCy: What Small Language Models Can and Should Learn is Not Just a Question of Loss S Ujváry, L Béthune, P Ablin, J Monteiro...[Apple] (2026) https://t.co/CXnkodrf4k

X (formerly Twitter)

AI Daily Post Feb 4

New research shows that massive LLMs benefit from fine‑grained catalog context, delegating queries to specialized small models. This AI orchestration improves semantic understanding and intent routing, reshaping language model architecture. Dive into how the synergy between large and small models could boost efficiency and accuracy. #FineGrainedContext #AIOrchestration #IntentRouting #SmallLanguageModels

🔗 https://aidailypost.com/news/llms-need-fine-grained-catalog-context-large-model-routes-data-slms

The Linux Foundation Jan 28

🧠 🆕 Just launched: Deploying Small Language Models (LFWS307)
A live, 3-day, instructor-led workshop with 10+ hours of hands-on labs.

Learn to deploy SLMs across laptops, servers, edge devices, and the browser—skills built for real-world AI infrastructure and ML platform engineering.

Enroll now: https://training.linuxfoundation.org/training/deploying-small-language-models-lfws307/

#SmallLanguageModels #AIEngineering #MLOps #EdgeAI

Deploying Small Language Models (LFWS307) | Linux Foundation Education

Prepare for MLOps and AI infrastructure roles by deploying small language models across laptop, server, edge, and browser environments.

Linux Foundation - Education

HackerNoon Jan 24

A fine-tuned 3B model beat our 70B baseline. Here's why data quality and architecture innovations are ending the "bigger is better" era in AI. https://hackernoon.com/small-language-models-are-closing-the-gap-on-large-models #smalllanguagemodels

Small Language Models are Closing the Gap on Large Models | HackerNoon

A fine-tuned 3B model beat our 70B baseline. Here's why data quality and architecture innovations are ending the "bigger is better" era in AI.

TechCrunch | Startup and Technology News Jan 2

In 2026, AI will move from hype to pragmatism

https://fed.brid.gy/r/https://techcrunch.com/2026/01/02/in-2026-ai-will-move-from-hype-to-pragmatism/

HackerNoon Dec 14

Wondering where to start using small language models? Find top use cases where small language models would be better than large language models. https://hackernoon.com/when-to-use-small-language-models-over-large-language-models #smalllanguagemodels

When To Use Small Language Models Over Large Language Models | HackerNoon

Wondering where to start using small language models? Find top use cases where small language models would be better than large language models.

DSN - Data Science Nigeria Dec 11

Latency is becoming the real differentiator in AI… and Small Language Models are proving it.

Discover how quantization, distillation, and smart inference strategies transform compact language models into lightning-fast, edge-ready AI.

If you care about real-time chatbots, on-device assistants, or cost-efficient AI deployment, this one’s for you.

Want AI that responds instantly, even on offline or low-power hardware?

#datasciencenigeria #SmallLanguageModels #AIforAfrica