See what Claude Code and Codex actually send to the API — and what each part costs.
知らない分野を、原文にたどりつくまで芋づる式に掘る Claude Code のスキル
《深入理解 AI Infra:量化分析与系统设计》(李博杰 著)开源书稿:从硬件约束和模型架构出发,量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验
Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond
Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.
Serve large Qwen models fast on the GPUs you actually own. Qwen3.8-27B on a single 24 GB card with vLLM: 127 tok/s single-user (381 when the answer quotes the prompt), ~1,035 tok/s at 64 concurrent, 150k-262k context. vLLM patches, requant pipeline, benchmarks.
LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
Recursive self-improvement for robot manipulation, with real-robot experiments and shared executable skills.
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
Optimized SGLang runtime for Qwen3.8-27B FP8 with DFlash2 and Qwen3.8 Flash-Next NVFP4 with FR-Spec on one NVIDIA RTX PRO 6000 Blackwell 96 GB GPU (SM120): 524K context, HiCache and NIXL.
Hermes Agent context engine: the main model writes the compaction handoff on its cached prompt prefix
Turn PDF and EPUB books into cached AI analysis, Obsidian notes, and installable Codex/Claude Agent Skills through an open MCP server.
A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
哔咔漫画, PicACG comic PC client(Windows, Linux, MacOS)
Simple Linux Panel
A PyTorch-native inference engine with cache, parallelism, quantization and cpu offload for DiTs.
LLM KV cache compression made easy
A caching extension for Flask
Frontier-class open models on a free Kaggle TPU v5e-8: GLM-5.3-Flash 320B MoE (~165 tok/s, our own JAX engine) and Qwen3.8-27B bf16 (~130 tok/s), 262k context, prefix caching. Works with Claude Code, Codex, opencode and pi.
Self-hosted AI agent OS. Your memory, chat, agents, and files stay on hardware you own, offline by default, cloud by choice. Offline AI memory (taOSmd), self-hosted multi-framework group chat, a full web desktop + app store, and auto-clustering across the consumer hardware you already have (Orange/Raspberry Pi, Mac mini, gaming PC).
Kill the tool-call tax: harness tool latency back below model TPS. Fast local lanes, persistent pools, session caches. Scratch lab turned real.
Pipeline that turns audio/video into Chinese subtitles: vocal separation → VAD/ASR → optional LLM correction, translation, and knowledge-assisted polish.
Per-provider quota and rate limits in Hermes Desktop: a status-bar chip, a docked pane, the /quota command and a CLI — fed from a local cache, with no network I/O in the UI.
Reclaim the Intermediate, Binaries and cache folders your Unreal Engine projects and engines quietly hoard — without touching anything you authored.
NaiveRT: a self-contained TP8 inference runtime for the Naive N series on eight Blackwell GPUs with UMMA support. One persistent CUDA graph per rank runs draft, eight-row verify, top-p sampling and cache commit with no host in the loop: 1,700 tokens/s at batch size 1, one-second peaks above 2,000.
A native Sonic Adventure 2 port by static recompilation for Linux, Windows, and Android. Experimental source preview.
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Computing with Python functions.
Open-source multimodal retrieval engine (Morphik Core)
Full featured redis cache backend for Django.
Compresses linked and inline javascript or CSS into a single cached file.
Extensible memoizing collections and decorators
An extendable async API using FastAPI, Pydantic V2, SQLAlchemy 2.0, PostgreSQL and Redis.
:superhero: :zap: django's default admin interface with superpowers - customizable themes, popup windows replaced by modals and many other features.
:blue_book: dict subclass with keylist/keypath support, built-in I/O operations (base64, csv, html, ini, json, pickle, plist, query-string, toml, xls, xml, yaml), s3 support and many utilities.
Persistent HTTP cache for python requests
Redis for humans. 🌎🌍🌏
[Neurips 2025] R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
NoSQL Redis and Memcache traffic generation and benchmarking tool.
A Python package for determining platform-specific directories (e.g. user data, config, cache, logs). Handles the differences between macOS, Windows, Linux/Unix, and Android so you don't have to.
Simple LRU cache for asyncio
vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm
A comprehensive, fast, pure-Python memcached client.
:deciduous_tree: probably the best abstract model/admin for your tree based stuff.
Python package to access a cacophony of neuro-imaging file formats
[ICLR'26] The official code implementation for "Cache-to-Cache: Direct Semantic Communication Between Large Language Models"
Official home of genome aligner based upon notion of Cactus graphs
MapProxy is a tile cache and WMS proxy
Persistent, stale-free, local and cross-machine caching for Python functions.
:art: color field for django models with a nice color-picker in the admin.
Rate limiting using various strategies and storage backends such as redis, memcached & mongodb
:gear: config and manage typed extra settings using just the django admin.
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization
From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.
:construction: :hammer_and_wrench: shows a 503 error page when maintenance-mode is on.
The httplib2 caching algorithms packaged up for use with requests.
ComfyUI node for MiniMax H3 that chains multiple video clips with motion context, disk caching, dynamic image references, audio reference support, and seamless final video/audio decoding.