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
Open-Source Software factory for Open Models
⚡ 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.
400+ free LLM models — Llama, Qwen, DeepSeek, Gemma, Mistral, GLM, Kimi, Nemotron, Command A+, MiniMax. Free API access, daily updated. Compare context windows, rate limits, modalities (text, vision, audio, code).
An independent, evidence-graded read on how much you own the open models and inference providers you rely on.
🚀 Optimize memory for large language models, enabling 70B models on a 4GB GPU and 405B Llama3.1 on 8GB VRAM without compression techniques.
AI-assisted setup kit for testing a low-cost open-model orchestrator/executor stack.
Self-hosted meeting notes: records mic + system audio, transcribes with Whisper, diarizes locally with pyannote, and writes structured notes with open models.
Systematic scoping review paper for healthcare DES model sharing.
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