#ModelCompression

🔥Researchers from Beihang University and ETH Zurich conducted a systematic evaluation of Qwen3's robustness under various quantization settings. Check out the paper at: @qin_haotong #Quantization #LLM #Modelcompression

Check this newly published article "Scale Calibration and Pressure-Driven Knowledge Distillation for Image Classification" at Authors: Jing Xie et al. #mdpisymmetry #knowledgedistillation #modelcompression #imageclassification @CQU1929 @ComSciMath_Mdpi

Accuracy hides issues in quantized LLMs. 'Accuracy is Not All You Need' (NeurIPS 2024) shows 'flips' & KL-Divergence reveal output changes. #AI #ModelCompression #LLM

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. Microblog by @antgrasso #AI #ModelCompression #Efficiency

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. rt @antgrasso #AI #ModelCompression #Efficiency

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. By @antgrasso #AI #ModelCompression #Efficiency

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. rt @antgrasso #AI #ModelCompression #Efficiency

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. By @antgrasso #AI #ModelCompression #Efficiency

Efficient Deep Learning: Unleashing the Power of Model Compression | @TDataScience #ModelCompression #DeepLearning #MLOps #AI #DataScience #TowardsDataScience

Meetween is part of the organising committee of #IWSLT2026 — the premier conference on spoken language translation. The Shared Task Evaluation Period is open. Working on #speechtranslation, instruction following, or #modelcompression? Get involved now! 🔗

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. rt @antgrasso #AI #ModelCompression #Efficiency

CompressionBench asks AI agents to shrink language models and build working inference code. 29 of 36 submissions passed verification. Building smaller models is becoming an agent benchmark. Source: #AIResearch #ModelCompression

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. By @antgrasso #AI #ModelCompression #Efficiency

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. rt @antgrasso #AI #ModelCompression #Efficiency

Excited to share: our paper “On Pruning State-Space LLMs” was accepted to EMNLP 2025! 🎉 Preprint: Code: Model: Smol-Mamba-1.9B → w/ @MichaelHassid & @royschwartzNLP (HUJI) #Mamba #ModelCompression

🎉 Thrilled to share that our paper "Surprising effectiveness of pretraining ternary language models at scale" earned a spotlight at #ICLR2024! We dive into Ternary Language Models (TriLMs), systematically studying their training feasibility and scaling laws against FloatLMs. 1/5

Performance highlight: At 3.9B parameters, TriLMs rival FloatLMs across reasoning, knowledge, and toxicity benchmarks—despite being 5.9× smaller in bit size! 4/5

📄 Paper: cc: @NolanoOrg @Mila_Quebec #ICLR2025 #NLP #ModelCompression #EfficientInference

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. rt @antgrasso #AI #ModelCompression #Efficiency

AI model compression isn't just a technical refinement but a strategic choice that aligns cost reduction, sustainability, and operational agility with the pressing demands of today's rapidly evolving digital landscape. By @antgrasso #AI #ModelCompression #Efficiency

Today's task: model compression!! 🎯 Goal: Compress a large, general-purpose multimodal model, making speech translation more efficient ⚡️, deployable 📲, and sustainable ♻️, while preserving translation quality ⭐️ #AI #SpeechTech #ModelCompression #LLMcompression

🚀 Model compression Techniques. 🗓 Date: 2nd November 2024 🕖 Time: 7:30 PM MYT 👉 Click the link to join our exclusive Webinar 👉 Follow us on Facebook for updates: #ModelCompression #360DigiTMGmalaysia