Adapting to non-MindSpeed-LLM Framework

Prerequisites

Learn about Constraints of MindIO TFT.

The release package is compatible with a Megatron-like framework. You need to prepare the environment, code, and dataset, and ensure their security.
This section provides only adaptation guidance. The detailed implementation must be carried out independently.

Feature Reference

Table 1 describes adaptation points required by certain features and Table 2 provides related code reference links.

**Table 1** Features and adaptation points
Feature	Adaptation Point No.
Dying gasp	1, 2, 3, 4, 5, 6, 7
Quick UCE recovery	1, 2, 3, 4, 5, 6, 8, 10, 11
Quick network recovery	1, 2, 5, 6, 11
Quick process recovery	1, 2, 3, 4, 5, 6, 9, 10, 11
Subhealth hot switchover	1, 2, 3, 4, 5, 9, 10, 11, 12
Online stress testing/Link failover and switchback	1, 2, 12

**Table 2** Code reference links of related functions
No.	Adaptation Point	Reference Code
1	Boot while initializing	See here.
2	Optimizer update status reporting	See here.
3	DP replica group creation	See here.
4	Optimizer replica	See here.
5	Exception capture decorator	See here.
6	Operator resource clearing	See here.
7	Dying gasp checkpoint	See here.
8	UCE model optimizer rebuilding	See here.
9	Node restart and communication re-establishment	See here.
10	Online parameter plane repair	See here.
11	Status rollback	See here.
12	Graceful suspension	See here.

Parent topic: Usage Guidance