taxonomy node · level 2
training framework
6 methods filed at this node or below it, from the sources of 4 models.
software implementation :: training framework
Matching aids for the classifier: Megatron-LM; NeMo; Hugging Face Transformers; Unsloth; NeMo Gym.
In this branch 6
Everything filed at this node or below it, with one collapsible heading per child node.
By model
Which of this branch's techniques each model's own documents describe, and how strongly. Under each model: its strongest treatment anywhere in the branch.
| Model | techniques |
|---|---|
| NVIDIA-Nemotron-3-Ultra-550B-A55B used | Hugging Face Transformers usedMegatron-LM usedNeMo usedNeMo Gym used— |
| GLM-5.2 optional | Hugging Face Transformers optional— |
| MiniMax-M3 optional | Hugging Face Transformers optional— |
| Laguna-S-2.1 core | DAG-based asset lineage tracking coreExperiments as Code core— |