好久没做 weekend project 了,那么,让我们来 fine-tune 自己的 LLaMA-2 吧!按照下面的步骤,我们甚至不需要写一行代码,就可以完成 fine-tunning! 第一步:准备训练脚本 很多人不知道的是,LLaMA-2 开源后,Meta 同步开源了llama-recipes这个项目,帮助对 fine-tune LLaMA-2 感兴趣的小伙伴更好地 “烹饪” 这个模型。
In this post, we walk through how to fine-tune Llama 2 pre-trained text generation models via SageMaker JumpStart. What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. Llama 2 is intended for commercial and research use in En...
关键问题是,你用axolotl进行微调,只需要对我们的大模型meta-llama/Llama-2-7b-hf指定一个yaml文件即可。以下是这个文件的数据集dataset的部分: # llama-tiger.yaml # base model base_model: meta-llama/Llama-2-7b-hf base_model_config: meta-llama/Llama-2-7b-hf model_type: LlamaForCausalLM tokenizer_...
笔记修改自博主@AI探索与发现 参考视频:https://www.youtube.com/watch?v=LPmI-Ok5fUcllama3微调训练finetune中文写作模型,Lora小说训练,利用AI写小说llama3-novel中文网络小说写作模型 https://pan.quark.cn/s/dcd9799885c4llama3-novel中文绅士小说写作模型 https://pan.
首先，访问 llama-recipes 项目，此项目为对 LLaMA-2 进行 fine-tuning 的新手提供了极大便利。下载并准备训练数据集 GuanacoDataset，特别推荐选择适用于指令遵循任务的 guanaco_non_chat-utf8.json，但根据实际情况，guanaco_non_chat_mini_52K-utf8.json 也是一个高效选项。将数据集重命名为 alpaca_...
历时四五天,终于上手llama2 finetune recipe 修了无数的repo里面的bug 也被机器里面nvidia驱动坑了不少[打call] 从入门到稍微精通[赢牛奶]
To solve this problem, Matt Shumer, founder and CEO of OthersideAI, has created claude-llm-trainer, a tool that helps you fine-tune Llama-2 for a specific task with a single instruction. How to use claude-llm-trainer Claude-llm-traineris a Google Colab notebook that contains the code fo...
TC-Llama 2 Llama 2 [6]represents a significant achievement in the field of NLP, offering unparalleled capabilities for generating and understanding human-like text. Llama-2-chat-7B, a variant of the Llama family known for its flexibility and performance in diverse applications, has been further ...
Hi, I needed to know if it is possible to finetune Llama-2 7B model, through azure model catalog. And the finetune (for llama-2-chat) mentions text classification, but i want to finetune for a different purpose, is this possible?
但如果要训练一个庞大的基础模型,成本会非常高昂。幸运的是,有了像Llama2这样的现成模型,我们可以站在巨人的肩膀上进行进一步的探索。于是,我打算对现有的Llama2聊天模型进行fine-tune,看看能否得到更好的结果。我将在单个GPU上使用Qlora方法对Llama2-chat 7B参数模型进行实验。