AirLLM 70B inference with single 4GB GPU
BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
An open-source educational chat model from ICALK, East China Normal University. 开源中英教育对话大模型。(通用基座模型，GPU部署，数据清理) 致敬: LLaMA, MOSS, BELLE, Ziya, vLLM
⚡ Zero-Stall MoE Inference via Lookahead Prediction & Async DMA Prefetching. Optimized for SSD I/O with Hybrid MLA+Sliding Window Attention.
Same model, different wrapper: a from-scratch benchmark comparing coding-agent harnesses (codex, pi, opencode, cursor, devin) and open models on correctness, speed, and token cost
brick is a smart AI Models router, based on complexity & capabilities extraction from the query to the models via proprietary spatial embedding algorythm
Formal Psychological Models of Categorization and Learning
A simple prompt-based approach to detecting prompt injection and jailbreaking attempts using small, self-hosted language models.
Brick of Knowledge on Open Models : Open Source, Open Science, Open Education, Open Collaboration, Open Hardware...
Evidence-backed structural validation of Kimi K3 UD-IQ1_M and UD-Q4_K_XL split GGUF releases using OMIV.
🇫🇷 parler: Multilingual voice intelligence built on Mistral Voxtral model — decision logs from French/English meetings
A framework that enables consistent assessment across environmental claims.
Desktop AI coding-agent platform (Tauri + Rust) for racing, evaluating & orchestrating LLMs across Anthropic and open models (Kimi, MiniMax, DeepSeek, GLM, Qwen) — with a deterministic Axolotl Civilization arena the models compete in.
An independent, evidence-graded read on how much you own the open models and inference providers you rely on.
Systematic scoping review paper for healthcare DES model sharing.
Space and tools for the digital world.
Open-source, locally runnable text-to-video generation — inspired by Sora, built for everyone. Run cinematic video synthesis offline, with full control and transparency.
A self-improving agent harness for open models — brain, hands, and super legs for any LLM, frontier or local.
A simple Python project that brings Google Gemini to your terminal using a free Google Gemini API key.
🚀 Optimize memory for large language models, enabling 70B models on a 4GB GPU and 405B Llama3.1 on 8GB VRAM without compression techniques.
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