hfl / chinese-alpaca-2-lora-13b-16k

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Total runs: 8
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30-day runs: 0
Model's Last Updated: December 23 2023
text-generation

Introduction of chinese-alpaca-2-lora-13b-16k

Model Details of chinese-alpaca-2-lora-13b-16k

Chinese-Alpaca-2-LoRA-13B-16K

This is the LoRA model for Chinese-Alpaca-2-13B-16K (context size 16K),which should be merged with original Llama-2-13b-hf model before inference or training.

Related models👇

Description of Chinese-LLaMA-Alpaca-2

This project is based on the Llama-2, released by Meta, and it is the second generation of the Chinese LLaMA & Alpaca LLM project. We open-source Chinese LLaMA-2 (foundation model) and Alpaca-2 (instruction-following model). These models have been expanded and optimized with Chinese vocabulary beyond the original Llama-2. We used large-scale Chinese data for incremental pre-training, which further improved the fundamental semantic understanding of the Chinese language, resulting in a significant performance improvement compared to the first-generation models. The relevant models support a 4K context and can be expanded up to 18K+ using the NTK method.

The main contents of this project include:

  • 🚀 New extended Chinese vocabulary beyond Llama-2, open-sourcing the Chinese LLaMA-2 and Alpaca-2 LLMs.
  • 🚀 Open-sourced the pre-training and instruction finetuning (SFT) scripts for further tuning on user's data
  • 🚀 Quickly deploy and experience the quantized LLMs on CPU/GPU of personal PC
  • 🚀 Support for LLaMA ecosystems like 🤗transformers, llama.cpp, text-generation-webui, LangChain, vLLM etc.

Please refer to https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/ for details.

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chinese-alpaca-2-lora-13b-16k huggingface.co

chinese-alpaca-2-lora-13b-16k huggingface.co is an AI model on huggingface.co that provides chinese-alpaca-2-lora-13b-16k's model effect (), which can be used instantly with this hfl chinese-alpaca-2-lora-13b-16k model. huggingface.co supports a free trial of the chinese-alpaca-2-lora-13b-16k model, and also provides paid use of the chinese-alpaca-2-lora-13b-16k. Support call chinese-alpaca-2-lora-13b-16k model through api, including Node.js, Python, http.

chinese-alpaca-2-lora-13b-16k huggingface.co Url

https://huggingface.co/hfl/chinese-alpaca-2-lora-13b-16k

hfl chinese-alpaca-2-lora-13b-16k online free

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chinese-alpaca-2-lora-13b-16k install

chinese-alpaca-2-lora-13b-16k is an open source model from GitHub that offers a free installation service, and any user can find chinese-alpaca-2-lora-13b-16k on GitHub to install. At the same time, huggingface.co provides the effect of chinese-alpaca-2-lora-13b-16k install, users can directly use chinese-alpaca-2-lora-13b-16k installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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