Skip to content
English

Switch theme

Discover▾

Not sure where to start? This week’s hottest software, models and stacks in three minutes.

AI Apps▾

AI software people use: from assistants like ChatGPT to tools for coding, video and workflows, picked by purpose.

For Agents▾

Software for AI: tools that let your agent (Claude Code, Codex, Cursor…) browse, read docs, run code and remember.

Models▾

Choose models, estimate cost, self-host: prices, rankings, benchmarks, free tiers and compute.

Solutions▾

A goal or an error message? Ready-made stacks, steps and fixes by scenario.

Learn▾

A systematic course from zero to the frontier, with an algorithm library, must-read papers and tutorials.

Frontier▾

Daily AI news, weekly highlights, the latest papers and how AI is changing every discipline.

// Train & fine-tune

Megatron-LMcore_v0.19.2

Ongoing research training transformer models at scale

Open source Maintained For developers

Official site ↗ GitHub ↗

IN ONE PARAGRAPH

Megatron-LM is ongoing research training transformer models at scale.

Good for: Developers and teams who want to train & fine-tune.

01How to start

  1. 1Read the official quick-start (link above).
  2. 2Install or sign up as the official guide describes.
  3. 3Try it on a small example before wiring it into a project.

02Alternatives & comparison

Compare side by side →
LlamaFactory Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) ★ 76k OpenRLHF An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL) ★ 10k peft 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. ★ 22k litgpt 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale. ★ 14k tokenizers 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production ★ 11k
Versions, why it is listed, for AI to read

Recent releases

For AI agents

Data updated: AI software & hot ranks · Software profiles & needs · Official software downloads(UTC+8)