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.
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.
Measured serving recipes for DeepSeek-V4.1-Flash on 4x NVIDIA DGX Spark (GB10): 1M context on vLLM (CUDA graphs, vision, tools, DSpark) and a switchless-ring SGLang TP4 lane, plus a cross-project reference table. EN + 中文.
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.
Desktop client for 0x Alpha — the stealth coding model on OpenRouter with 1.05M context. One-click workspace, free in preview. Win/Mac, MIT.
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.
One-click installer for Google Gemma 4 12B — optimized to run on 8GB laptops, 1M context, native multimodal. No terminal. Win/Mac, MIT.
Space Bunny Alpha (the Space Bunny model) — free stealth 1M-context LLM on OpenRouter. How to use it in opencode, code examples, MCP + integrations.
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.
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.
GLM-5.3 1M KV 缓存落盘恢复，信创气隙部署专用. v0.2.0: 保存原子化（失败不再破坏旧检查点）、仅快照序列已用块、修复 python -m 入口、serve 尾随 vLLM 参数不再被丢弃。
Serve deepseek-ai/DeepSeek-V4-Flash-Vision-Exp on 2x NVIDIA DGX Spark (GB10) with vLLM TP=2, B12X kernels, and fused DSpark.
Use DeepSeek in Cursor with a 1M context window. Parallel sub-agents keep separate thinking. One-click setup for Windows, macOS, and Linux.
Running Cogni-Brain on DGX Spark · Nemotron-3.5-Lightning-30B-A3B-NVFP4 + DSpark (1M context)
Edge0 with 1M Token Context Window (YaRN + 4-bit Quantized KV Cache) & Native Claude Code /v1/messages Server
Streamline long GPT-5.5 sessions for researchers and developers — instantly compress 1M-token context into focused summaries for continuity.
Your autonomous AI agent on Alibaba's 2.4T Qwen3.8 Max — runs tasks for days, free on your PC, ~30% cheaper API. Research, office, planning & more. Win/Mac.
To associate your repository with the 1m-context topic, visit your repo's landing page and select "manage topics."