Python 排行榜

Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System

A lightweight post-training framework for LLMs and VLMs. 51 algorithms, 38 verified models. Scales with DeepSpeed, vLLM, and Ray.

Why is LLM inference slow — and how do you make it fast? A hands-on, first-principles course: roofline → KV cache → quantization → parallelism → vLLM/SGLang, with GPU labs on open models.

RAG using LlamaIndex：Computer Network Q&A System powered by LlamaIndex | 基于 LlamaIndex 框架的计算机网络智能问答系统 - HyDE+混合检索 + vLLM 推理+Ragas评估

Network-faithful simulation of LLM serving and training deployments

Deterministic AI defense framework: immutable input filtering, n-model cryptographic hash consensus, and self-learning adaptive rules. Zero dependencies. Hardware-sealed. Patent Pending.

This repository provides an easy way to train your models on the datasets of DCASE task 1.

Tool-native dataset generation skill for Codex, Claude Code, and Antigravity with SFT/DPO pipelines, verification, deduplication, and flexible export.

Implementation of build an LLM from scratch by Sebastian Raschka.

AI-native observability for production systems. Automatically understands your application from runtime data and logs. No dashboards. No manual configuration.

Develop Python Apps in Kubernetes with Okteto

⚡ A seamless integration of HuggingFace Transformers & Diffusers with RBLN SDK for efficient inference on RBLN NPUs.

🚀 Unified NLP Pipelines for Language Models

a smol tool for managing local models

The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp

Comprehensive, scalable ML inference architecture using Amazon EKS, leveraging Graviton processors for cost-effective CPU-based inference and GPU instances for accelerated inference. Guidance provides a complete end-to-end platform for deploying LLMs with agentic AI capabilities, including RAG and MCP

A collection of simple transformer based chatbots.

Knowledge base Q&A program using LangChain for retrieval-augmented prompting and PGVector as vector store.

RAG system with real-time news scraping built using mixtral-8x7b, ChromaDB, bart summarizer

huggingface dataset with remote download support