The EASIEST way to finetune LLAMA-v2 on local machine!
166.4 هزار بار بازدید -
12 ماه پیش
-
In this video, I'll show
In this video, I'll show you the easiest, simplest and fastest way to fine tune llama-v2 on your local machine for a custom dataset! You can also use the tutorial to train/finetune any other Large Language Model (LLM). In this tutorial, we will be using autotrain-advanced.
AutoTrain Advanced github repo: https://github.com/huggingface/autotr...
Steps:
Install autotrain-advanced using pip:
- pip install autotrain-advanced
Setup (optional, required on google colab):
- autotrain setup --update-torch
Train:
autotrain llm --train --project_name my-llm --model meta-llama/Llama-2-7b-hf --data_path . --use_peft --use_int4 --learning_rate 2e-4 --train_batch_size 12 --num_train_epochs 3 --trainer sft
If you are on free version of colab, use this model instead: https://huggingface.co/abhishek/llama.... This is a smaller sharded version of llama-2-7b-hf by meta.
Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :)
My book, Approaching (Almost) Any Machine Learning problem, is available for free here: https://bit.ly/approachingml
Follow me on:
Twitter: Twitter: abhi1thakur
LinkedIn: LinkedIn: abhi1thakur
Kaggle: https://kaggle.com/abhishek
AutoTrain Advanced github repo: https://github.com/huggingface/autotr...
Steps:
Install autotrain-advanced using pip:
- pip install autotrain-advanced
Setup (optional, required on google colab):
- autotrain setup --update-torch
Train:
autotrain llm --train --project_name my-llm --model meta-llama/Llama-2-7b-hf --data_path . --use_peft --use_int4 --learning_rate 2e-4 --train_batch_size 12 --num_train_epochs 3 --trainer sft
If you are on free version of colab, use this model instead: https://huggingface.co/abhishek/llama.... This is a smaller sharded version of llama-2-7b-hf by meta.
Please subscribe and like the video to help me keep motivated to make awesome videos like this one. :)
My book, Approaching (Almost) Any Machine Learning problem, is available for free here: https://bit.ly/approachingml
Follow me on:
Twitter: Twitter: abhi1thakur
LinkedIn: LinkedIn: abhi1thakur
Kaggle: https://kaggle.com/abhishek
12 ماه پیش
در تاریخ 1402/04/29 منتشر شده
است.
166,443
بـار بازدید شده