Guide For Multi-Node Distributed Finetuning #1477
Open
+115
−0
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Title: Distributed Finetuning Setup Guide Description: This PR introduces a comprehensive guide for setting up a distributed finetuning environment using Axolotl and Accelerate. The guide covers the following steps: 1. Configuring SSH for passwordless access across multiple nodes 2. Generating and exchanging public keys for secure communication 3. Configuring Axolotl with shared settings and host files 4. Configuring Accelerate for multi-node training with Deepspeed 5. Running distributed finetuning using Accelerate
Create Distributed_Finetuning_Multi-Node.md
|
Thanks for sharing. I think we converted to a The previous one uses fsdp whereas yours use deepspeed, so you can create a heading for fsdp which is the current doc, then one for deepspeed (or you can combine them to make it clearer). |
Sure, will edit the existing one. As you mentioned. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Title: Distributed Finetuning for Multi-Node Setup Guide
Description:
This PR introduces a comprehensive guide for setting up a distributed finetuning environment using Axolotl and Accelerate. The guide covers the following steps: