LLM 模型排行

A curated full-stack LLM engineering playbook — from AI infrastructure and model lifecycle to agents, MCP, memory, and evaluation.

chew through any source into clean datasets! a fast ingestion, RAG & fine-tuning toolkit

Bug detection and fixing using prompt engineering and fine-tuning with Llama 3 and a custom mutation-based dataset. Includes a user-friendly interface and performance evaluation metrics.

Low-Resource LLM Fine-Tuning using Unsloth and LoRA/QLoRA (WSL2/Linux) 🧠

🚀 Build AI Agent Teams as Production-Ready APIs. Orchestrate CrewAI agents with FastAPI for enterprise-grade AI services. Leverage Groq's lightning-fast LLMs to deploy collaborative AI workflows at scale.

A Classification Approach: Making LLM Knowledge-Aware

HFDownloader - Hugging Face Model Downloader

Build LLM-enabled FastAPI applications without build configuration.

Fine-Tuned Language Models Exploration using LoRA and Hugging Face's Transformers Library

Realism Adapter for Flux.1 Dev

hugging face chat api for JS 🤗

Summarize any YouTube video in 12 languages using open-source LLMs without API keys.

The ultimate desktop app for tracking, managing, and validating AI models from Hugging Face, Civitai, OpenModelDB & more.

Running small but capable language models entirely offline

Visual tool to compare 6 RAG chunking strategies side-by-side with grading and query selection

WMB-100K — The first 100,000-turn benchmark for AI memory systems

An AI-powered search engine to interact with documentation using RAG and local LLMs. Privately deployable with vector search and a modern frontend.

Deterministic context database for AI agents. Same query → same context, every time.

AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embeddings

Persistent memory and identity protocol for AI systems with evidence-aware recall and inspectable memory.