bridge.recipes.ministral3.ministral3

Ministral3 finetuning recipes with parameterless API.

This module provides SFT and PEFT configurations for Ministral3 models (3B, 8B, 14B).

Module Contents

Functions

ministral3_3b_sft_config	Return a full SFT config for Ministral3 3B.
ministral3_8b_sft_config	Return a full SFT config for Ministral3 8B.
ministral3_14b_sft_config	Return a full SFT config for Ministral3 14B.
ministral3_3b_peft_config	Return a PEFT config for Ministral3 3B.
ministral3_8b_peft_config	Return a PEFT config for Ministral3 8B.
ministral3_14b_peft_config	Return a PEFT config for Ministral3 14B.

API

bridge.recipes.ministral3.ministral3.ministral3_3b_sft_config() → megatron.bridge.training.config.ConfigContainer

Return a full SFT config for Ministral3 3B.

Default configuration: 1 node, 8 GPUs

• TP=1, PP=1

• LR=5e-6 (full SFT)

• Sequence length: 4096

bridge.recipes.ministral3.ministral3.ministral3_8b_sft_config() → megatron.bridge.training.config.ConfigContainer

Return a full SFT config for Ministral3 8B.

Default configuration: 1 node, 8 GPUs

• TP=2, PP=1

• LR=5e-6 (full SFT)

• Sequence length: 4096

bridge.recipes.ministral3.ministral3.ministral3_14b_sft_config() → megatron.bridge.training.config.ConfigContainer

Return a full SFT config for Ministral3 14B.

Default configuration: 1 node, 8 GPUs

• TP=4, PP=1

• LR=5e-6 (full SFT)

• Sequence length: 4096

bridge.recipes.ministral3.ministral3.ministral3_3b_peft_config(

peft_scheme: str | megatron.bridge.peft.base.PEFT = 'lora',

) → megatron.bridge.training.config.ConfigContainer

Return a PEFT config for Ministral3 3B.

Default configuration: 1 node, 8 GPUs

• TP=1, PP=1

• LR=1e-4 (PEFT)

• Sequence length: 4096

Parameters:

peft_scheme – PEFT scheme - “lora”, “dora”, or a custom PEFT instance.

bridge.recipes.ministral3.ministral3.ministral3_8b_peft_config(

peft_scheme: str | megatron.bridge.peft.base.PEFT = 'lora',

) → megatron.bridge.training.config.ConfigContainer

Return a PEFT config for Ministral3 8B.

Default configuration: 1 node, 8 GPUs

• TP=1, PP=1

• LR=1e-4 (PEFT)

• Sequence length: 4096

Parameters:

peft_scheme – PEFT scheme - “lora”, “dora”, or a custom PEFT instance.

bridge.recipes.ministral3.ministral3.ministral3_14b_peft_config(

peft_scheme: str | megatron.bridge.peft.base.PEFT = 'lora',

) → megatron.bridge.training.config.ConfigContainer

Return a PEFT config for Ministral3 14B.

Default configuration: 1 node, 8 GPUs

• TP=2, PP=1

• LR=1e-4 (PEFT)

• Sequence length: 4096

Parameters:

peft_scheme – PEFT scheme - “lora”, “dora”, or a custom PEFT instance.