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thuml

Verified repositories, classifications and analysis from the thuml organization.

2 curated open-source projects
thuml

Time-Series-Library

★ 13,078

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

Python2,035 forks7 min read
thuml

OpenLTM

★ 569

Implementations, Pre-training Code and Datasets of Large Time-Series Models

Jupyter Notebook64 forks6 min read

Keep exploring

Concepts

  • RLHF
  • Fine-tuning
  • LoRA

Alternatives lists

  • Open-source alternatives to Together AI: 5 hosted model training and inference tools compared

Free browser tools

  • Fine-tuning JSONL validatorCheck an OpenAI chat fine-tuning file line by line before you upload it, and see its token counts and what training will bill.
  • Fine-tuning dataset converterConvert training data between Alpaca, ShareGPT and OpenAI messages JSONL, with every record detected on its own.
  • Model size calculatorPaste a config.json and get the parameter count, weights memory at each precision and the KV cache per token.

From the AI course

  • When to fine-tune, and when not toModule 10: Fine-tuning and local deployment
  • How LoRA works, written by handModule 10: Fine-tuning and local deployment
  • Module 09: Implementing a Transformer from scratch
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