KV cache middleware for 1M context on 12GB VRAM. Uses K vectors as a retrieval index to fetch V on-demand from system RAM. No model modification, no retraining. Drop-in HuggingFace cache replacement.
Open models extended to 1M context with YaRN and certified needle by needle: Ornith, Gemma 4 uncensored, Qwen3.6 uncensored. MTP speculative decoding grafts, vision, full test harness.
Comprehensive, production-tested guide to Claude Code (Anthropic CLI). 240+ proven patterns, 25 hook events, 59 chapters, ready-to-install best practices. From 1M context optimization to agentic coding workflows.
claude46 launcher for Claude Code: keep using Claude Opus 4.6 / claude-opus-4-6[1m] after Opus 4.7 updates. macOS, Linux, WSL, and native Windows.
Poolside Laguna S 2.1: Run 1M Context Locally (Tested) - Complete overview, benchmarks, local setup guides (vLLM, SGLang, llama.cpp), and test suite for Laguna S 2.1 118B MoE.
Verify your Claude Code endpoint really serves GLM-5.2 — tokenizer fingerprint + 1M context probe
🚀 Chat with your entire codebase, book, or email archive using DeepSeek-V4's 1M token context. No RAG. No chunking. Just pure memory.
One-click installer for Google Gemma 4 12B — optimized to run on 8GB laptops, 1M context, native multimodal. No terminal. Win/Mac, MIT.
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