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RELEASE_NOTESv0.1.5.md

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Release Note: Version 0.1.5 (2023-10-19)

New Features

  • Auto device selection: Now supports CPU, GPU, and multi-GPU configurations.
  • Enhanced LoRa/QLoRa Support: Added 8-bit and 4-bit support for LoRa and QLoRa devices.
  • Bitsandbytes Integration: Added support for bitsandbytes data format.
  • Hardware-Agnostic Quantized Models: Implemented GGML for hardware-agnostic quantized models.
  • RAG Generation with Pinecone: Added support for RAG generation using Pinecone.
  • ChatGPT Finetuning: Enabled finetuning capabilities for ChatGPT models.
  • New Models: Added support for Open-Orca models: LlongOrca 7B & 13B, OpenOrca-Platypus2-13B and Mistral-7B-OpenOrca.

Fixes

  • ChatGPT Finetune Model Update: Updated ChatGPT finetune model to gpt-3.5-turbo-0613.
  • Knowledge Distillation Update: Generate finetuning dataset using all supported models.
  • MacOS and Linux support: Added bash script for setting up on MacOS and Linux.

Other Changes

  • Refactored Completions: Code completions have been refactored for better performance.
  • Class Name Standardization: Corrected class names to adhere to CamelCase conventions.
  • Cleanup: Removed duplicated example files and ensured all necessary requirements are included.