Run large AI models on your own PC: Qwen3.8-Flash-Next on Strata's engine, and GLM 5.3 Flash, DeepSeek V4 Flash, LFM2.5, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder and MiniCPM-V on a second engine written for PolyStrata. One-click install for Windows and Linux, OpenAI/Anthropic API on localhost.
- anthropic-api
- cuda
- gemma
- gguf
🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
TranslatedA multi-account gateway that turns Tencent WorkBuddy accounts into an OpenAI-compatible API, while automatically completing all tasks in the task center. Includes a web management panel (account pool visualization / points tasks / hot configuration updates). An enhanced fork based on Sliverkiss/workbuddy2api
Chapyter: ChatGPT Code Interpreter in Jupyter Notebooks
Fast, accurate OCR with correctness assessment.
llama.cpp on a jailbroken PS5: run any GGUF model natively on the console, starting with Qwen 3.8
Localize your websites with AI assistance.
BLEURT is a metric for Natural Language Generation based on transfer learning.
Ontology-Augmented Generation for AI agents.
repository for Publicly Available Clinical BERT Embeddings
An elegant interactive CLI for ChatGPT
lightweight system-level observability for AI Agents
The repository host gives no description.
Track AI API quotas across Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot & Antigravity in real time. Lightweight background daemon (<50MB RAM), SQLite storage, Material Design 3 dashboard. Zero telemetry.
Rewrites AI drafts so they read like a person wrote them — runs locally, keeps the facts
TranslatedStartup screen and startup animation plugin for DeepSeek Harness
This repo offers a simple interface that helps you to read&summerize research papers in pdf format. You can ask some questions after reading. This interface is developed based on openai API and using GPT-3.5-turbo model.
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
- deep-learning
- protein-sequences
- protein-structure
- semi-supervised-learning
TranslatedA community-maintained fan-creation resource library for the Whale Girl (鲸鱼娘), collecting character reference images, generation prompts, community works, and related projects, giving creators convenient and easy-to-use references and inspiration. This is an unofficial community project and does not represent the official position of DeepSeek.
Real-time observability of claude code sessions & multi-agents.
TranslatedSprix AI at 屿智同行 (Yuzhi Tongxing, "island wisdom traveling together") × 保研岛 (Baoyan Dao, "Baoyan Island") — an open-source benchmark for AI agents in Baoyan advising and application planning.
DeepSeek API pricing guide for models, cache hits, and peak hours (2026).
- api-pricing
- cost-calculator
- deepseek
- prompt-caching
🤖 TUI for LLMs
A computer, compiled into the weights of a language model. An exact CPU inside Qwen3.5-4B, with Gated DeltaNet state as RAM.
- gated-deltanet
- interpretability
- llm
- qwen