#contextcompression search results
DeepSeek-OCR turns long text into pixels, compresses to tokens, and reconstructs faithfully. Shifts economics, not just benchmarks. Optical memory for LLMs: fewer tokens, cheaper context, real throughput. Vision→language. #DeepSeekOCR #ContextCompression #UnitEconomics #LLM
We just built the first API for DeepSeek-OCR style context compression! Transform ANY text into OCR-readable images with intelligent compression 🤯 sparkco.ai/tools/context-… #AI #DeepSeekOCR #ContextCompression #MachineLearning #API
sparkco.ai
DeepSeek-OCR Text Compressor | Optical Context Compression | Text to OCR Images
Transform text into OCR-readable images using DeepSeek-OCR style optical compression. Features AI summarization, automatic optimization, and up to 20x compression ratios while maintaining vision...
✅ Encode: sparkco.ai/tools/context-… ✅ Decode: sparkco.ai/tools/deepseek… 📄 Paper: arxiv.org/pdf/2510.18234 #AI #DeepSeekOCR #ContextCompression #MachineLearning #API
sparkco.ai
DeepSeek-OCR Text Compressor | Optical Context Compression | Text to OCR Images
Transform text into OCR-readable images using DeepSeek-OCR style optical compression. Features AI summarization, automatic optimization, and up to 20x compression ratios while maintaining vision...
Phase 3 magic: 42% context reduction 92% quality retained Based on "Lost in the Middle" research LLMs lose focus in large contexts We fixed it #AIResearch #ContextCompression
Check out the latest article in my newsletter: Memory-Augmented AI | History Bloat and the Scalability Issue with AI Agents, Part 3 linkedin.com/pulse/memory-a… via @LinkedIn #AI #LLM #contextcompression #memoryaugmentation #AIagents #scalability #GenAI #LangChain #LangGraph
DeepSeek-OCR turns long text into pixels, compresses to tokens, and reconstructs faithfully. Shifts economics, not just benchmarks. Optical memory for LLMs: fewer tokens, cheaper context, real throughput. Vision→language. #DeepSeekOCR #ContextCompression #UnitEconomics #LLM
Phase 3 magic: 42% context reduction 92% quality retained Based on "Lost in the Middle" research LLMs lose focus in large contexts We fixed it #AIResearch #ContextCompression
Check out the latest article in my newsletter: Memory-Augmented AI | History Bloat and the Scalability Issue with AI Agents, Part 3 linkedin.com/pulse/memory-a… via @LinkedIn #AI #LLM #contextcompression #memoryaugmentation #AIagents #scalability #GenAI #LangChain #LangGraph
DeepSeek-OCR turns long text into pixels, compresses to tokens, and reconstructs faithfully. Shifts economics, not just benchmarks. Optical memory for LLMs: fewer tokens, cheaper context, real throughput. Vision→language. #DeepSeekOCR #ContextCompression #UnitEconomics #LLM
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