LLM 模型排行

An MCP server for dataset generation, fine-tuning, RL, and evaluation of LLMs — directly from your coding agent.

A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.

Fine tuning a text generation model using the GPT-2 architecture and a csv dataset

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) 🧠

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.