From 989b6ee812cb583cfe851489b7c8d46b853e42da Mon Sep 17 00:00:00 2001 From: kldarek <darek.kleczek@gmail.com> Date: Fri, 24 Nov 2023 21:00:03 +0000 Subject: [PATCH] wandb logging feedback --- README.md | 10 +++++++--- docs/images/wandb_screenshot.png | Bin 0 -> 192722 bytes src/llama_recipes/configs/training.py | 2 +- src/llama_recipes/configs/wandb.py | 10 ++++++++-- src/llama_recipes/finetuning.py | 9 +++++---- 5 files changed, 21 insertions(+), 10 deletions(-) create mode 100644 docs/images/wandb_screenshot.png diff --git a/README.md b/README.md index 321f77db..c62d3000 100644 --- a/README.md +++ b/README.md @@ -182,9 +182,13 @@ You can read more about our fine-tuning strategies [here](./docs/LLM_finetuning. You can enable [W&B](https://wandb.ai/) experiment tracking by using `enable_wandb` flag as below. You can change the project name and entity in `wandb_config`. ```bash -python -m llama_recipes.finetuning --use_peft --peft_method lora --quantization --model_name /patht_of_model_folder/7B --output_dir Path/to/save/PEFT/model --enable_wandb +python -m llama_recipes.finetuning --use_peft --peft_method lora --quantization --model_name /patht_of_model_folder/7B --output_dir Path/to/save/PEFT/model --use_wandb ``` - +You'll be able to access a dedicated project or run link on [wandb.ai](https://wandb.ai) and see your dashboard like the one below. +<div style="display: flex;"> + <img src="./docs/images/wandb_screenshot.png" alt="wandb screenshot" width="500" /> +</div> + # Demo Apps This folder contains a series of Llama2-powered apps: @@ -203,7 +207,7 @@ This folder contains a series of Llama2-powered apps: # Repository Organization This repository is organized in the following way: -[configs](src/llama_recipes/configs/): Contains the configuration files for PEFT methods, FSDP, Datasets, W&B experiment tracking. +[configs](src/llama_recipes/configs/): Contains the configuration files for PEFT methods, FSDP, Datasets, Weights & Biases experiment tracking. 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Accelerated Transformers, make use Flash Attention and Xformer memory-efficient kernels - enable_wandb: bool = False # add wandb for experient tracking + use_wandb: bool = False # Enable wandb for experient tracking diff --git a/src/llama_recipes/configs/wandb.py b/src/llama_recipes/configs/wandb.py index af948a33..6a43ffec 100644 --- a/src/llama_recipes/configs/wandb.py +++ b/src/llama_recipes/configs/wandb.py @@ -1,9 +1,15 @@ # Copyright (c) Meta Platforms, Inc. and affiliates. # This software may be used and distributed according to the terms of the Llama 2 Community License Agreement. +from typing import List, Optional from dataclasses import dataclass, field @dataclass class wandb_config: - wandb_project: str='llama_recipes' # wandb project name - wandb_entity: str='none' # wandb entity name + project: str = 'llama_recipes' # wandb project name + entity: Optional[str] = None # wandb entity name + job_type: Optional[str] = None + tags: Optional[List[str]] = None + group: Optional[str] = None + notes: Optional[str] = None + mode: Optional[str] = None \ No newline at end of file diff --git a/src/llama_recipes/finetuning.py b/src/llama_recipes/finetuning.py index 2a15b84f..3710817e 100644 --- a/src/llama_recipes/finetuning.py +++ b/src/llama_recipes/finetuning.py @@ -4,6 +4,7 @@ import os from pkg_resources import packaging +import dataclasses import fire import random import torch @@ -55,9 +56,9 @@ def setup_wandb(train_config, fsdp_config, **kwargs): ) from llama_recipes.configs import wandb_config as WANDB_CONFIG wandb_config = WANDB_CONFIG() - wandb_entity = None if wandb_config.wandb_entity == 'none' else wandb_config.wandb_entity update_config(wandb_config, **kwargs) - run = wandb.init(project=wandb_config.wandb_project, entity=wandb_entity) + init_dict = dataclasses.asdict(wandb_config) + run = wandb.init(**init_dict) run.config.update(train_config) run.config.update(fsdp_config, allow_val_change=True) return run @@ -86,7 +87,7 @@ def main(**kwargs): wandb_run = None - if train_config.enable_wandb: + if train_config.use_wandb: if not train_config.enable_fsdp or rank==0: wandb_run = setup_wandb(train_config, fsdp_config, **kwargs) @@ -265,7 +266,7 @@ def main(**kwargs): ) if not train_config.enable_fsdp or rank==0: [print(f'Key: {k}, Value: {v}') for k, v in results.items()] - if train_config.enable_wandb: + if train_config.use_wandb: for k,v in results.items(): wandb_run.summary[k] = v -- GitLab