#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

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. By @antgrasso #AI #ModelCompression #Efficiency

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

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

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. 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. 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. 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. Microblog by @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

🎉 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

The main challenge is that IoT devices are resource constrained; they have limited memory and low compute power. Learn about model compression techniques so you can fit your AI on IoT devices. #modelcompression #deeplearning #machinelearning #pruning #quantization

🚀 LCS2 is Coming to #ICLR2025! 🚀 We're presenting PruneNet, which rethinks model pruning from the ground up. It learns a stochastic pruning policy based on intrinsic model properties, enabling fast, flexible, and remarkably effective LLM compression. 🔗

See you at #ICLR2025! ⭐ 📝 You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning 👥 Ayan Sengupta, Siddhant Chaudhary (@sid_codetalker7), Tanmoy Chakraborty (@Tanmoy_Chak) 💾 Code: #ModelCompression #NLProc

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

✔️ This blog covers model inference optimization or compression in breadth and depth: #DeepLearning #DataScience #ModelCompression

Policy Compression for Intelligent Continuous Control on Low-Power Edge Devices #modelcompression #softactor #edgecomputing

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. rt @antgrasso #AI #ModelCompression #Efficiency