feat: add trackio as experiment tracking integration (#3253)

* feat: add trackio as experiment tracking integration

- Add TrackioConfig to integrations schema with project_name, run_name, and space_id
- Create trackio_.py module for environment setup
- Add is_trackio_available() utility function
- Integrate trackio with report_to in trainer builder
- Add trackio callback for experiment tracking
- Add trackio config keys to gpt-oss example YAMLs
- Trackio runs locally by default, syncs to HF Space if space_id provided

* changes

* changes

* changes

* changes

* changes

* changes

* changes

* Update requirements.txt

* don't allow pydantic 2.12 for now

---------

Co-authored-by: Abubakar Abid <aaabid93@gmail.com>
Co-authored-by: Wing Lian <wing@axolotl.ai>
This commit is contained in:
Abubakar Abid
2025-12-23 05:49:07 -08:00
committed by GitHub
parent 92ee4256f7
commit f2155eaf79
16 changed files with 134 additions and 7 deletions

View File

@@ -32,6 +32,10 @@ wandb_watch:
wandb_name:
wandb_log_model:
trackio_project_name:
trackio_run_name:
trackio_space_id:
gradient_accumulation_steps: 2
micro_batch_size: 1
num_epochs: 1

View File

@@ -28,6 +28,10 @@ wandb_watch:
wandb_name:
wandb_log_model:
trackio_project_name:
trackio_run_name:
trackio_space_id:
gradient_accumulation_steps: 2
micro_batch_size: 1
num_epochs: 1

View File

@@ -29,6 +29,10 @@ wandb_watch:
wandb_name:
wandb_log_model:
trackio_project_name:
trackio_run_name:
trackio_space_id:
gradient_accumulation_steps: 2
micro_batch_size: 1
num_epochs: 1

View File

@@ -28,6 +28,10 @@ wandb_watch:
wandb_name:
wandb_log_model:
trackio_project_name:
trackio_run_name:
trackio_space_id:
gradient_accumulation_steps: 2
micro_batch_size: 1
num_epochs: 1

View File

@@ -41,6 +41,10 @@ wandb_watch:
wandb_name:
wandb_log_model:
trackio_project_name:
trackio_run_name:
trackio_space_id:
gradient_accumulation_steps: 8
micro_batch_size: 1
num_epochs: 1

View File

@@ -41,6 +41,10 @@ wandb_watch:
wandb_name:
wandb_log_model:
trackio_project_name:
trackio_run_name:
trackio_space_id:
gradient_accumulation_steps: 8
micro_batch_size: 1
num_epochs: 1