Artificial Intelligence +·
Why it matters: Cut your LLM bill without gutting quality: quantization, batching, routing and distillation that slash inference costs by 50 to 90 percent.
Read full articleDeep Research now lives inside Perplexity Computer, breaking hard questions into subtasks and routing across 20+ frontier models. The post Perplexity Moves Deep Research Into Computer, Routing Research Subtasks Across 20+ Frontier Models For Reports, Decks, And Dashboards appeared first on MarkTechPost.
Most engineers see quantization as shrinking vectors. TurboQuant asks a harder question: can you shrink them without breaking their geometry? The post Qdrant TurboQuant Explained: Is TurboQuant the Silver Bullet? appeared first on Towards Data Science.
Ripple backs Squids $6M round as the cross chain platform expands consumer products after routing over $6B in volume. The post Ripple backs Squid’s $6M round to expand cross-chain consumer platform appeared first on Crypto Briefing.
Parameter Golf brought together 1,000+ participants and 2,000+ submissions to explore AI-assisted machine learning research, coding agents, quantization, and novel model design under strict constraints.
Modern large language models are no longer trained only on raw internet text. Increasingly, companies are using powerful “teacher” models to help train smaller or more efficient “student” models. This process, broadly known as LLM distillation or model-to-model training, has become a key technique for building high-performing models at lower computational cost. Meta used its […] The post Understanding LLM Distillation Techniques appeared first on MarkTechPost.
"Distillation" is a hot topic as frontier labs try to prevent smaller competitors from copying their models.
Top 10 KV Cache Compression Techniques for LLM Inference: Reducing Memory Overhead Across Eviction, Quantization, and Low-Rank Methods The post Top 10 KV Cache Compression Techniques for LLM Inference: Reducing Memory Overhead Across Eviction, Quantization, and Low-Rank Methods appeared first on MarkTechPost.
Caching, lazy-loading, routing, compaction, and more The post Agentic AI: How to Save on Tokens appeared first on Towards Data Science.
