chore: import upstream snapshot with attribution

2026-07-13 13:34:58 +08:00
commit a203934033
1368 changed files with 175001 additions and 0 deletions
@@ -0,0 +1,139 @@
+# Copyright (c) ModelScope Contributors. All rights reserved.
+import gradio as gr
+from typing import Type
+
+from ..base import BaseUI
+
+
+class Optimizer(BaseUI):
+
+    group = 'llm_train'
+
+    locale_dict = {
+        'galore_tab': {
+            'label': {
+                'zh': 'GaLore参数设置',
+                'en': 'GaLore Settings'
+            },
+        },
+        'use_galore': {
+            'label': {
+                'zh': '使用GaLore',
+                'en': 'Use GaLore'
+            },
+            'info': {
+                'zh': '使用GaLore来减少全参数训练的显存消耗',
+                'en': 'Use GaLore to reduce GPU memory usage in full parameter training'
+            }
+        },
+        'galore_rank': {
+            'label': {
+                'zh': 'GaLore的秩',
+                'en': 'The rank of GaLore'
+            },
+        },
+        'galore_update_proj_gap': {
+            'label': {
+                'zh': '投影矩阵更新间隔',
+                'en': 'Projection matrix update interval'
+            },
+            'info': {
+                'zh': 'GaLore分解矩阵的更新间隔',
+                'en': 'Update interval of GaLore decomposition matrix'
+            },
+        },
+        'galore_with_embedding': {
+            'label': {
+                'zh': '对嵌入层应用GaLore',
+                'en': 'Use GaLore with embedding'
+            },
+            'info': {
+                'zh': '是否对嵌入层应用GaLore',
+                'en': 'Whether to apply GaLore to embedding'
+            },
+        },
+        'lorap_tab': {
+            'label': {
+                'zh': 'LoRA+参数设置',
+                'en': 'LoRA+ settings'
+            },
+        },
+        'lorap_lr_ratio': {
+            'label': {
+                'zh': 'LoRA+学习率比率',
+                'en': 'LoRA+ lr ratio'
+            },
+            'info': {
+                'zh': '使用LoRA时指定该参数可使用LoRA+，建议值10～16',
+                'en': 'When using LoRA, specify this parameter to use LoRA+, and the recommended value is 10 to 16'
+            }
+        },
+        'muon_tab': {
+            'label': {
+                'zh': 'Muon参数设置',
+                'en': 'Muon Settings'
+            },
+        },
+        'use_muon': {
+            'label': {
+                'zh': '使用Muon',
+                'en': 'Use Muon'
+            },
+            'info': {
+                'zh': '使用Muon优化器，将在命令行参数中设置`--optimizer muon`',
+                'en': 'Using the Muon optimizer, set `--optimizer muon` in the command line'
+            }
+        },
+        'multimodal_tab': {
+            'label': {
+                'zh': '多模态参数设置',
+                'en': 'Multimodal Settings'
+            },
+        },
+        'vit_lr': {
+            'label': {
+                'zh': 'ViT的学习率',
+                'en': 'Learning rate of ViT'
+            },
+        },
+        'aligner_lr': {
+            'label': {
+                'zh': 'Aligner的学习率',
+                'en': 'Learning rate of aligner'
+            },
+        },
+        'optimizer_params': {
+            'label': {
+                'zh': '优化器参数',
+                'en': 'Optimizer params'
+            },
+        },
+    }
+
+    tabs_to_filter = {
+        'galore': ['use_galore', 'galore_with_embedding', 'galore_rank', 'galore_update_proj_gap'],
+        'lorap': ['lorap_lr_ratio'],
+        'multimodal': ['vit_lr', 'aligner_lr'],
+        'muon': ['use_muon']
+    }
+
+    @classmethod
+    def do_build_ui(cls, base_tab: Type['BaseUI']):
+        with gr.Accordion(elem_id='optimizer_params', open=False):
+            with gr.Tabs():
+                with gr.TabItem(elem_id='galore_tab'):
+                    with gr.Row():
+                        gr.Checkbox(elem_id='use_galore', scale=4)
+                        gr.Checkbox(elem_id='galore_with_embedding', scale=4)
+                        gr.Slider(elem_id='galore_rank', minimum=8, maximum=256, step=8, scale=4)
+                        gr.Slider(elem_id='galore_update_proj_gap', minimum=10, maximum=1000, step=50, scale=4)
+                with gr.TabItem(elem_id='lorap_tab'):
+                    with gr.Row():
+                        gr.Textbox(elem_id='lorap_lr_ratio', scale=4)
+                with gr.TabItem(elem_id='multimodal_tab'):
+                    with gr.Row():
+                        gr.Textbox(elem_id='vit_lr', lines=1, scale=20)
+                        gr.Textbox(elem_id='aligner_lr', lines=1, scale=20)
+                with gr.TabItem(elem_id='muon_tab'):
+                    with gr.Row():
+                        gr.Checkbox(elem_id='use_muon', scale=4)