Every paper checked — nothing hidden
All papers
Every paper checked in the week of 12–18 Oct 2026 · Small and efficient models — nothing is hidden. Brief papers first.
All2,430In brief3More (on-topic)455Not relevant1,957Not assessed6Older27Could not confirm6Blogs with no paper16All blogs19
| Blog | Topic | Evidence | Paper behind it / reason |
|---|---|---|---|
| SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models (2023) — ML Atlas Literature Record | TinyCTO.tv 12 Oct, 16:30 | Small and efficient models | Paper confirmed | SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models The record is a direct technical summary focused entirely on the SmoothQuant paper. |
| AlignQuant: Efficient Mixed-Precision Quantization for LLMs | Welcome.AI 12 Oct, 16:30 | Small and efficient models | Paper confirmed | AlignQuant: Tile-Aligned Mixed-Precision Quantization for Efficient LLM Generation The post specifically summarizes the methodology and findings of the AlignQuant paper. |
| TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones - Paper Detail 12 Oct, 16:30 | Small and efficient models | Paper confirmed | TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones The post is an abstract overview specifically discussing the TinyGPT-V paper. |
| Nemotron 3.5 Super VL Explained: NVIDIA's Open 120B Vision Agent Model 18 Oct, 06:18 | Small and efficient models | No paper | The post is an architectural overview of NVIDIA's Nemotron 3.5 Super VL model, only referencing candidate papers and benchmarks in passing. |
| Nemotron 3.5 Bolt 74B vs Nemotron 3 Ultra: 1.5 points, 7x 17 Oct, 06:20 | Small and efficient models | No paper | No link to a published paper found in the post |
| Nemotron 3.5 Bolt 74B vs Lightning 30B-A3B: 24GB vs 16GB 17 Oct, 06:20 | Small and efficient models | No paper | No link to a published paper found in the post |
| Nemotron 3.5 Bolt 74B vs Kimi K3: 24GB vs 2.8T 17 Oct, 06:20 | Small and efficient models | No paper | No link to a published paper found in the post |
| NVIDIA Nemotron 3.5 Super VL: The 120B Open Agent Model 17 Oct, 06:20 | Small and efficient models | No paper | No link to a published paper found in the post |
| Nemotron 3.5 Bolt vs Kimi K3: 24GB Against 2.8T Params 17 Oct, 06:20 | Small and efficient models | No paper | No link to a published paper found in the post |
| Nemotron 3.5 Bolt vs Nemotron 3 Ultra: What Compresses 17 Oct, 06:20 | Small and efficient models | No paper | No link to a published paper found in the post |
| Optimizing Large Language Models with INT4 Quantization: Achieving Model Compression and Inference Acceleration 16 Oct, 06:19 | Small and efficient models | No paper | No link to a published paper found in the post |
| AI Model Breakthroughs in 2026: Evolution of Efficient Inference Architectures 16 Oct, 06:19 | Small and efficient models | No paper | No link to a published paper found in the post |
| Z-Image NVFP4 Efficient Inference: The 4-bit Quantization Revolution on Blackwell GPUs | Blog 15 Oct, 06:19 | Small and efficient models | No paper | No link to a published paper found in the post |
| Empowering Edge AI: A Deep Dive into On-Device Small Language Models | Blog Gary Espinoza 15 Oct, 06:19 | Small and efficient models | No paper | No link to a published paper found in the post |
| Accenture GPT-6 AI Developer Interview Questions for Freshers | Updated 2026 14 Oct, 06:19 | Small and efficient models | No paper | No link to a published paper found in the post |
| SLMREC: DISTILLING LARGE LANGUAGE MODELS INTO SMALL FOR SEQUENTIAL RECOMMENDATION | Papers | HyperAI 13 Oct, 06:19 | Small and efficient models | Link not confirmed | Paper link(s) could not be confirmed on arXiv or Semantic Scholar |
| What is a Small Language Model (SLM)? | AI Glossary | Gebarski 13 Oct, 06:19 | Small and efficient models | No paper | No link to a published paper found in the post |
| MatGPTQ: Efficient and Accurate Inference over Nested Quantized Models | alphaXiv 12 Oct, 16:30 | Small and efficient models | No paper | No link to a published paper found in the post |
| Small Language Models (SLMs): The 2026 Enterprise Blueprint 12 Oct, 16:30 | Small and efficient models | No paper | No link to a published paper found in the post |