hf-transformers-bot commited on
Commit
0a14e55
·
verified ·
1 Parent(s): 04b21e7

Upload 2025-06-21/runs/168-15791329244/ci_results_run_models_gpu/new_failures_against_15791321449.json with huggingface_hub

Browse files
2025-06-21/runs/168-15791329244/ci_results_run_models_gpu/new_failures_against_15791321449.json ADDED
@@ -0,0 +1,681 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "aya_vision": {
3
+ "single-gpu": [
4
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_batched_generate",
5
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_batched_generate_multi_image",
6
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_forward",
7
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_generate_chat_template",
8
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_generate_text_only"
9
+ ],
10
+ "multi-gpu": [
11
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_batched_generate",
12
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_batched_generate_multi_image",
13
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_forward",
14
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_generate_chat_template",
15
+ "tests/models/aya_vision/test_modeling_aya_vision.py::AyaVisionIntegrationTest::test_small_model_integration_generate_text_only"
16
+ ]
17
+ },
18
+ "cohere2": {
19
+ "single-gpu": [
20
+ "tests/models/cohere2/test_modeling_cohere2.py::Cohere2IntegrationTest::test_export_static_cache",
21
+ "tests/models/cohere2/test_modeling_cohere2.py::Cohere2IntegrationTest::test_model_fp16",
22
+ "tests/models/cohere2/test_modeling_cohere2.py::Cohere2IntegrationTest::test_model_pipeline_bf16"
23
+ ],
24
+ "multi-gpu": [
25
+ "tests/models/cohere2/test_modeling_cohere2.py::Cohere2IntegrationTest::test_export_static_cache",
26
+ "tests/models/cohere2/test_modeling_cohere2.py::Cohere2IntegrationTest::test_model_fp16",
27
+ "tests/models/cohere2/test_modeling_cohere2.py::Cohere2IntegrationTest::test_model_pipeline_bf16"
28
+ ]
29
+ },
30
+ "conditional_detr": {
31
+ "single-gpu": [
32
+ "tests/models/conditional_detr/test_modeling_conditional_detr.py::ConditionalDetrModelIntegrationTests::test_inference_object_detection_head"
33
+ ],
34
+ "multi-gpu": []
35
+ },
36
+ "dac": {
37
+ "single-gpu": [
38
+ "tests/models/dac/test_modeling_dac.py::DacIntegrationTest::test_integration_16khz"
39
+ ],
40
+ "multi-gpu": []
41
+ },
42
+ "data2vec": {
43
+ "single-gpu": [
44
+ "tests/models/data2vec/test_modeling_data2vec_vision.py::Data2VecVisionModelTest::test_sdpa_can_compile_dynamic"
45
+ ],
46
+ "multi-gpu": [
47
+ "tests/models/data2vec/test_modeling_data2vec_vision.py::Data2VecVisionModelTest::test_sdpa_can_compile_dynamic"
48
+ ]
49
+ },
50
+ "deepseek_v3": {
51
+ "single-gpu": [
52
+ "tests/models/deepseek_v3/test_modeling_deepseek_v3.py::DeepseekV3ModelTest::test_sdpa_can_dispatch_on_flash"
53
+ ],
54
+ "multi-gpu": []
55
+ },
56
+ "deformable_detr": {
57
+ "single-gpu": [
58
+ "tests/models/deformable_detr/test_modeling_deformable_detr.py::DeformableDetrModelIntegrationTests::test_inference_object_detection_head"
59
+ ],
60
+ "multi-gpu": [
61
+ "tests/models/deformable_detr/test_modeling_deformable_detr.py::DeformableDetrModelIntegrationTests::test_inference_object_detection_head"
62
+ ]
63
+ },
64
+ "depth_pro": {
65
+ "single-gpu": [
66
+ "tests/models/depth_pro/test_modeling_depth_pro.py::DepthProModelTest::test_sdpa_can_compile_dynamic"
67
+ ],
68
+ "multi-gpu": [
69
+ "tests/models/depth_pro/test_modeling_depth_pro.py::DepthProModelTest::test_sdpa_can_compile_dynamic"
70
+ ]
71
+ },
72
+ "diffllama": {
73
+ "single-gpu": [
74
+ "tests/models/diffllama/test_modeling_diffllama.py::DiffLlamaModelTest::test_sdpa_can_dispatch_on_flash"
75
+ ],
76
+ "multi-gpu": [
77
+ "tests/models/diffllama/test_modeling_diffllama.py::DiffLlamaModelTest::test_sdpa_can_dispatch_on_flash"
78
+ ]
79
+ },
80
+ "dpr": {
81
+ "single-gpu": [],
82
+ "multi-gpu": [
83
+ "tests/models/dpr/test_modeling_dpr.py::DPRModelTest::test_sdpa_can_dispatch_on_flash"
84
+ ]
85
+ },
86
+ "emu3": {
87
+ "single-gpu": [
88
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_attention_outputs",
89
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_batching_equivalence",
90
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_determinism",
91
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_feed_forward_chunking",
92
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_hidden_states_output",
93
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_model_outputs_equivalence",
94
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_resize_tokens_embeddings",
95
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_retain_grad_hidden_states_attentions",
96
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_save_load"
97
+ ],
98
+ "multi-gpu": [
99
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_attention_outputs",
100
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_batching_equivalence",
101
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_determinism",
102
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_feed_forward_chunking",
103
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_hidden_states_output",
104
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_model_outputs_equivalence",
105
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_resize_tokens_embeddings",
106
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_retain_grad_hidden_states_attentions",
107
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_save_load",
108
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_model_parallelism",
109
+ "tests/models/emu3/test_modeling_emu3.py::Emu3Vision2TextModelTest::test_multi_gpu_data_parallel_forward"
110
+ ]
111
+ },
112
+ "falcon_h1": {
113
+ "single-gpu": [
114
+ "tests/models/falcon_h1/test_modeling_falcon_h1.py::FalconH1ModelIntegrationTest::test_falcon_h1_hard"
115
+ ],
116
+ "multi-gpu": [
117
+ "tests/models/falcon_h1/test_modeling_falcon_h1.py::FalconH1ModelIntegrationTest::test_falcon_h1_hard"
118
+ ]
119
+ },
120
+ "falcon_mamba": {
121
+ "single-gpu": [
122
+ "tests/models/falcon_mamba/test_modeling_falcon_mamba.py::FalconMambaIntegrationTests::test_batched_generation",
123
+ "tests/models/falcon_mamba/test_modeling_falcon_mamba.py::FalconMambaIntegrationTests::test_generation_fp16"
124
+ ],
125
+ "multi-gpu": [
126
+ "tests/models/falcon_mamba/test_modeling_falcon_mamba.py::FalconMambaIntegrationTests::test_batched_generation",
127
+ "tests/models/falcon_mamba/test_modeling_falcon_mamba.py::FalconMambaIntegrationTests::test_generation_fp16"
128
+ ]
129
+ },
130
+ "flava": {
131
+ "single-gpu": [
132
+ "tests/models/flava/test_modeling_flava.py::FlavaModelIntegrationTest::test_inference"
133
+ ],
134
+ "multi-gpu": [
135
+ "tests/models/flava/test_modeling_flava.py::FlavaModelIntegrationTest::test_inference"
136
+ ]
137
+ },
138
+ "gemma": {
139
+ "single-gpu": [
140
+ "tests/models/gemma/test_modeling_gemma.py::GemmaModelTest::test_torch_compile_for_training",
141
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_2b_bf16_dola",
142
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_7b_bf16",
143
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_7b_fp16",
144
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_7b_fp16_static_cache"
145
+ ],
146
+ "multi-gpu": [
147
+ "tests/models/gemma/test_modeling_gemma.py::GemmaModelTest::test_torch_compile_for_training",
148
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_2b_bf16_dola",
149
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_7b_bf16",
150
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_7b_fp16",
151
+ "tests/models/gemma/test_modeling_gemma.py::GemmaIntegrationTest::test_model_7b_fp16_static_cache"
152
+ ]
153
+ },
154
+ "gemma3": {
155
+ "single-gpu": [
156
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3Vision2TextModelTest::test_sdpa_can_dispatch_on_flash",
157
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_1b_text_only",
158
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_batch",
159
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_batch_crops",
160
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_bf16",
161
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_crops",
162
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_multiimage"
163
+ ],
164
+ "multi-gpu": [
165
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3Vision2TextModelTest::test_sdpa_can_dispatch_on_flash",
166
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_1b_text_only",
167
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_batch",
168
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_batch_crops",
169
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_bf16",
170
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_crops",
171
+ "tests/models/gemma3/test_modeling_gemma3.py::Gemma3IntegrationTest::test_model_4b_multiimage"
172
+ ]
173
+ },
174
+ "glm": {
175
+ "single-gpu": [
176
+ "tests/models/glm/test_modeling_glm.py::GlmIntegrationTest::test_model_9b_eager"
177
+ ],
178
+ "multi-gpu": [
179
+ "tests/models/glm/test_modeling_glm.py::GlmIntegrationTest::test_model_9b_eager"
180
+ ]
181
+ },
182
+ "glm4": {
183
+ "single-gpu": [
184
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_bf16",
185
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_eager",
186
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_fp16",
187
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_sdpa"
188
+ ],
189
+ "multi-gpu": [
190
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_bf16",
191
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_eager",
192
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_fp16",
193
+ "tests/models/glm4/test_modeling_glm4.py::Glm4IntegrationTest::test_model_9b_sdpa"
194
+ ]
195
+ },
196
+ "got_ocr2": {
197
+ "single-gpu": [
198
+ "tests/models/got_ocr2/test_modeling_got_ocr2.py::GotOcr2ModelTest::test_generate_continue_from_past_key_values"
199
+ ],
200
+ "multi-gpu": [
201
+ "tests/models/got_ocr2/test_modeling_got_ocr2.py::GotOcr2ModelTest::test_generate_continue_from_past_key_values"
202
+ ]
203
+ },
204
+ "gpt_bigcode": {
205
+ "single-gpu": [
206
+ "tests/models/gpt_bigcode/test_modeling_gpt_bigcode.py::GPTBigCodeModelTest::test_sdpa_can_dispatch_on_flash",
207
+ "tests/models/gpt_bigcode/test_modeling_gpt_bigcode.py::GPTBigCodeMHAModelTest::test_sdpa_can_dispatch_on_flash"
208
+ ],
209
+ "multi-gpu": [
210
+ "tests/models/gpt_bigcode/test_modeling_gpt_bigcode.py::GPTBigCodeModelTest::test_sdpa_can_dispatch_on_flash",
211
+ "tests/models/gpt_bigcode/test_modeling_gpt_bigcode.py::GPTBigCodeMHAModelTest::test_sdpa_can_dispatch_on_flash"
212
+ ]
213
+ },
214
+ "gpt_neox": {
215
+ "single-gpu": [
216
+ "tests/models/gpt_neox/test_modeling_gpt_neox.py::GPTNeoXLanguageGenerationTest::test_lm_generate_flex_attn_gptneox"
217
+ ],
218
+ "multi-gpu": [
219
+ "tests/models/gpt_neox/test_modeling_gpt_neox.py::GPTNeoXLanguageGenerationTest::test_lm_generate_flex_attn_gptneox"
220
+ ]
221
+ },
222
+ "granite": {
223
+ "single-gpu": [
224
+ "tests/models/granite/test_modeling_granite.py::GraniteIntegrationTest::test_model_3b_logits"
225
+ ],
226
+ "multi-gpu": [
227
+ "tests/models/granite/test_modeling_granite.py::GraniteIntegrationTest::test_model_3b_logits"
228
+ ]
229
+ },
230
+ "granitemoe": {
231
+ "single-gpu": [
232
+ "tests/models/granitemoe/test_modeling_granitemoe.py::GraniteMoeIntegrationTest::test_model_3b_generation",
233
+ "tests/models/granitemoe/test_modeling_granitemoe.py::GraniteMoeIntegrationTest::test_model_3b_logits"
234
+ ],
235
+ "multi-gpu": [
236
+ "tests/models/granitemoe/test_modeling_granitemoe.py::GraniteMoeIntegrationTest::test_model_3b_generation",
237
+ "tests/models/granitemoe/test_modeling_granitemoe.py::GraniteMoeIntegrationTest::test_model_3b_logits"
238
+ ]
239
+ },
240
+ "granitemoeshared": {
241
+ "single-gpu": [
242
+ "tests/models/granitemoeshared/test_modeling_granitemoeshared.py::GraniteMoeSharedIntegrationTest::test_model_3b_generation",
243
+ "tests/models/granitemoeshared/test_modeling_granitemoeshared.py::GraniteMoeSharedIntegrationTest::test_model_3b_logits"
244
+ ],
245
+ "multi-gpu": [
246
+ "tests/models/granitemoeshared/test_modeling_granitemoeshared.py::GraniteMoeSharedIntegrationTest::test_model_3b_generation",
247
+ "tests/models/granitemoeshared/test_modeling_granitemoeshared.py::GraniteMoeSharedIntegrationTest::test_model_3b_logits"
248
+ ]
249
+ },
250
+ "helium": {
251
+ "single-gpu": [
252
+ "tests/models/helium/test_modeling_helium.py::GemmaModelTest::test_torch_compile_for_training",
253
+ "tests/models/helium/test_modeling_helium.py::HeliumModelTest::test_torch_compile_for_training",
254
+ "tests/models/helium/test_modeling_helium.py::HeliumIntegrationTest::test_model_2b"
255
+ ],
256
+ "multi-gpu": [
257
+ "tests/models/helium/test_modeling_helium.py::GemmaModelTest::test_torch_compile_for_training",
258
+ "tests/models/helium/test_modeling_helium.py::HeliumModelTest::test_torch_compile_for_training",
259
+ "tests/models/helium/test_modeling_helium.py::HeliumIntegrationTest::test_model_2b"
260
+ ]
261
+ },
262
+ "internvl": {
263
+ "single-gpu": [
264
+ "tests/models/internvl/test_modeling_internvl.py::InternVLLlamaIntegrationTest::test_llama_small_model_integration_forward",
265
+ "tests/models/internvl/test_modeling_internvl.py::InternVLLlamaIntegrationTest::test_llama_small_model_integration_generate_text_only",
266
+ "tests/models/internvl/test_video_processor_internvl.py::InternVLVideoProcessingTest::test_can_compile_fast_video_processor"
267
+ ],
268
+ "multi-gpu": [
269
+ "tests/models/internvl/test_modeling_internvl.py::InternVLLlamaIntegrationTest::test_llama_small_model_integration_forward",
270
+ "tests/models/internvl/test_modeling_internvl.py::InternVLLlamaIntegrationTest::test_llama_small_model_integration_generate_text_only",
271
+ "tests/models/internvl/test_video_processor_internvl.py::InternVLVideoProcessingTest::test_can_compile_fast_video_processor"
272
+ ]
273
+ },
274
+ "jamba": {
275
+ "single-gpu": [
276
+ "tests/models/jamba/test_modeling_jamba.py::JambaModelTest::test_sdpa_can_dispatch_on_flash"
277
+ ],
278
+ "multi-gpu": [
279
+ "tests/models/jamba/test_modeling_jamba.py::JambaModelTest::test_sdpa_can_dispatch_on_flash"
280
+ ]
281
+ },
282
+ "jetmoe": {
283
+ "single-gpu": [
284
+ "tests/models/jetmoe/test_modeling_jetmoe.py::JetMoeIntegrationTest::test_model_8b_batched_generation",
285
+ "tests/models/jetmoe/test_modeling_jetmoe.py::JetMoeIntegrationTest::test_model_8b_generation",
286
+ "tests/models/jetmoe/test_modeling_jetmoe.py::JetMoeIntegrationTest::test_model_8b_logits"
287
+ ],
288
+ "multi-gpu": []
289
+ },
290
+ "kosmos2": {
291
+ "single-gpu": [
292
+ "tests/models/kosmos2/test_modeling_kosmos2.py::Kosmos2ModelTest::test_sdpa_can_dispatch_on_flash"
293
+ ],
294
+ "multi-gpu": [
295
+ "tests/models/kosmos2/test_modeling_kosmos2.py::Kosmos2ModelTest::test_sdpa_can_dispatch_on_flash"
296
+ ]
297
+ },
298
+ "lilt": {
299
+ "single-gpu": [
300
+ "tests/models/lilt/test_modeling_lilt.py::LiltModelTest::test_model_outputs_equivalence"
301
+ ],
302
+ "multi-gpu": [
303
+ "tests/models/lilt/test_modeling_lilt.py::LiltModelTest::test_model_outputs_equivalence"
304
+ ]
305
+ },
306
+ "llama": {
307
+ "single-gpu": [
308
+ "tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_torch_compile_for_training",
309
+ "tests/models/llama/test_modeling_llama.py::LlamaIntegrationTest::test_model_7b_logits",
310
+ "tests/models/llama/test_modeling_llama.py::LlamaIntegrationTest::test_model_7b_logits_bf16"
311
+ ],
312
+ "multi-gpu": [
313
+ "tests/models/llama/test_modeling_llama.py::LlamaModelTest::test_torch_compile_for_training",
314
+ "tests/models/llama/test_modeling_llama.py::LlamaIntegrationTest::test_model_7b_logits",
315
+ "tests/models/llama/test_modeling_llama.py::LlamaIntegrationTest::test_model_7b_logits_bf16"
316
+ ]
317
+ },
318
+ "llava": {
319
+ "single-gpu": [
320
+ "tests/models/llava/test_modeling_llava.py::LlavaForConditionalGenerationIntegrationTest::test_batched_generation"
321
+ ],
322
+ "multi-gpu": [
323
+ "tests/models/llava/test_modeling_llava.py::LlavaForConditionalGenerationIntegrationTest::test_batched_generation"
324
+ ]
325
+ },
326
+ "mamba2": {
327
+ "single-gpu": [
328
+ "tests/models/mamba2/test_modeling_mamba2.py::Mamba2ModelTest::test_mamba2_caching"
329
+ ],
330
+ "multi-gpu": [
331
+ "tests/models/mamba2/test_modeling_mamba2.py::Mamba2ModelTest::test_mamba2_caching"
332
+ ]
333
+ },
334
+ "minimax": {
335
+ "single-gpu": [
336
+ "tests/models/minimax/test_modeling_minimax.py::MiniMaxIntegrationTest::test_small_model_logits"
337
+ ],
338
+ "multi-gpu": [
339
+ "tests/models/minimax/test_modeling_minimax.py::MiniMaxIntegrationTest::test_small_model_logits"
340
+ ]
341
+ },
342
+ "mistral": {
343
+ "single-gpu": [
344
+ "tests/models/mistral/test_modeling_mistral.py::MistralIntegrationTest::test_model_7b_logits"
345
+ ],
346
+ "multi-gpu": [
347
+ "tests/models/mistral/test_modeling_mistral.py::MistralIntegrationTest::test_model_7b_logits"
348
+ ]
349
+ },
350
+ "mixtral": {
351
+ "single-gpu": [
352
+ "tests/models/mixtral/test_modeling_mixtral.py::MixtralIntegrationTest::test_small_model_logits",
353
+ "tests/models/mixtral/test_modeling_mixtral.py::MixtralIntegrationTest::test_small_model_logits_batched"
354
+ ],
355
+ "multi-gpu": [
356
+ "tests/models/mixtral/test_modeling_mixtral.py::MixtralIntegrationTest::test_small_model_logits",
357
+ "tests/models/mixtral/test_modeling_mixtral.py::MixtralIntegrationTest::test_small_model_logits_batched"
358
+ ]
359
+ },
360
+ "mllama": {
361
+ "single-gpu": [
362
+ "tests/models/mllama/test_modeling_mllama.py::MllamaForConditionalGenerationModelTest::test_sdpa_can_dispatch_on_flash"
363
+ ],
364
+ "multi-gpu": [
365
+ "tests/models/mllama/test_modeling_mllama.py::MllamaForConditionalGenerationModelTest::test_sdpa_can_dispatch_on_flash"
366
+ ]
367
+ },
368
+ "modernbert": {
369
+ "single-gpu": [],
370
+ "multi-gpu": [
371
+ "tests/models/modernbert/test_modeling_modernbert.py::ModernBertModelTest::test_multi_gpu_data_parallel_forward"
372
+ ]
373
+ },
374
+ "moonshine": {
375
+ "single-gpu": [],
376
+ "multi-gpu": [
377
+ "tests/models/moonshine/test_modeling_moonshine.py::MoonshineModelTest::test_sdpa_can_compile_dynamic"
378
+ ]
379
+ },
380
+ "moshi": {
381
+ "single-gpu": [
382
+ "tests/models/moshi/test_modeling_moshi.py::MoshiIntegrationTests::test_moshika_conditional_greedy",
383
+ "tests/models/moshi/test_modeling_moshi.py::MoshiIntegrationTests::test_moshika_greedy_unconditional_fp16",
384
+ "tests/models/moshi/test_modeling_moshi.py::MoshiIntegrationTests::test_moshiko_greedy_unconditional_fp16",
385
+ "tests/models/moshi/test_modeling_moshi.py::MoshiIntegrationTests::test_moshiko_greedy_unconditional_fp16_eager",
386
+ "tests/models/moshi/test_modeling_moshi.py::MoshiIntegrationTests::test_moshiko_greedy_unconditional_fp32"
387
+ ],
388
+ "multi-gpu": []
389
+ },
390
+ "nemotron": {
391
+ "single-gpu": [
392
+ "tests/models/nemotron/test_modeling_nemotron.py::NemotronModelTest::test_torch_compile_for_training"
393
+ ],
394
+ "multi-gpu": [
395
+ "tests/models/nemotron/test_modeling_nemotron.py::NemotronModelTest::test_torch_compile_for_training"
396
+ ]
397
+ },
398
+ "olmo": {
399
+ "single-gpu": [
400
+ "tests/models/olmo/test_modeling_olmo.py::OlmoIntegrationTest::test_model_7b_greedy_generation",
401
+ "tests/models/olmo/test_modeling_olmo.py::OlmoIntegrationTest::test_model_7b_twin_2t_logits"
402
+ ],
403
+ "multi-gpu": []
404
+ },
405
+ "olmo2": {
406
+ "single-gpu": [
407
+ "tests/models/olmo2/test_modeling_olmo2.py::Olmo2IntegrationTest::test_model_7b_logits"
408
+ ],
409
+ "multi-gpu": []
410
+ },
411
+ "olmoe": {
412
+ "single-gpu": [
413
+ "tests/models/olmoe/test_modeling_olmoe.py::OlmoeIntegrationTest::test_model_7b_greedy_generation"
414
+ ],
415
+ "multi-gpu": [
416
+ "tests/models/olmoe/test_modeling_olmoe.py::OlmoeIntegrationTest::test_model_7b_logits"
417
+ ]
418
+ },
419
+ "paligemma": {
420
+ "single-gpu": [
421
+ "tests/models/paligemma/test_modeling_paligemma.py::PaliGemmaForConditionalGenerationIntegrationTest::test_integration_detection_bug"
422
+ ],
423
+ "multi-gpu": [
424
+ "tests/models/paligemma/test_modeling_paligemma.py::PaliGemmaForConditionalGenerationIntegrationTest::test_integration_detection_bug"
425
+ ]
426
+ },
427
+ "phi3": {
428
+ "single-gpu": [
429
+ "tests/models/phi3/test_modeling_phi3.py::Phi3IntegrationTest::test_export_static_cache"
430
+ ],
431
+ "multi-gpu": [
432
+ "tests/models/phi3/test_modeling_phi3.py::Phi3IntegrationTest::test_export_static_cache"
433
+ ]
434
+ },
435
+ "phimoe": {
436
+ "single-gpu": [
437
+ "tests/models/phimoe/test_modeling_phimoe.py::PhimoeIntegrationTest::test_model_phimoe_instruct_logits",
438
+ "tests/models/phimoe/test_modeling_phimoe.py::PhimoeIntegrationTest::test_phimoe_instruct_generation"
439
+ ],
440
+ "multi-gpu": [
441
+ "tests/models/phimoe/test_modeling_phimoe.py::PhimoeIntegrationTest::test_model_phimoe_instruct_logits",
442
+ "tests/models/phimoe/test_modeling_phimoe.py::PhimoeIntegrationTest::test_phimoe_instruct_generation"
443
+ ]
444
+ },
445
+ "pixtral": {
446
+ "single-gpu": [
447
+ "tests/models/pixtral/test_modeling_pixtral.py::PixtralVisionModelModelTest::test_sdpa_can_dispatch_on_flash"
448
+ ],
449
+ "multi-gpu": [
450
+ "tests/models/pixtral/test_modeling_pixtral.py::PixtralVisionModelModelTest::test_sdpa_can_dispatch_on_flash"
451
+ ]
452
+ },
453
+ "qwen2": {
454
+ "single-gpu": [
455
+ "tests/models/qwen2/test_modeling_qwen2.py::Qwen2IntegrationTest::test_export_static_cache"
456
+ ],
457
+ "multi-gpu": [
458
+ "tests/models/qwen2/test_modeling_qwen2.py::Qwen2IntegrationTest::test_export_static_cache"
459
+ ]
460
+ },
461
+ "qwen2_5_omni": {
462
+ "single-gpu": [
463
+ "tests/models/qwen2_5_omni/test_modeling_qwen2_5_omni.py::Qwen2_5OmniModelIntegrationTest::test_small_model_integration_test",
464
+ "tests/models/qwen2_5_omni/test_modeling_qwen2_5_omni.py::Qwen2_5OmniModelIntegrationTest::test_small_model_integration_test_w_audio"
465
+ ],
466
+ "multi-gpu": [
467
+ "tests/models/qwen2_5_omni/test_modeling_qwen2_5_omni.py::Qwen2_5OmniModelIntegrationTest::test_small_model_integration_test",
468
+ "tests/models/qwen2_5_omni/test_modeling_qwen2_5_omni.py::Qwen2_5OmniModelIntegrationTest::test_small_model_integration_test_w_audio",
469
+ "tests/models/qwen2_5_omni/test_modeling_qwen2_5_omni.py::Qwen2_5OmniModelIntegrationTest::test_small_model_integration_test_batch"
470
+ ]
471
+ },
472
+ "qwen2_vl": {
473
+ "single-gpu": [
474
+ "tests/models/qwen2_vl/test_modeling_qwen2_vl.py::Qwen2VLIntegrationTest::test_small_model_integration_test_batch_different_resolutions",
475
+ "tests/models/qwen2_vl/test_video_processing_qwen2_vl.py::Qwen2VLVideoProcessingTest::test_can_compile_fast_video_processor"
476
+ ],
477
+ "multi-gpu": [
478
+ "tests/models/qwen2_vl/test_modeling_qwen2_vl.py::Qwen2VLIntegrationTest::test_small_model_integration_test_batch_different_resolutions",
479
+ "tests/models/qwen2_vl/test_video_processing_qwen2_vl.py::Qwen2VLVideoProcessingTest::test_can_compile_fast_video_processor"
480
+ ]
481
+ },
482
+ "qwen3": {
483
+ "single-gpu": [
484
+ "tests/models/qwen3/test_modeling_qwen3.py::Qwen3IntegrationTest::test_export_static_cache",
485
+ "tests/models/qwen3/test_modeling_qwen3.py::Qwen3IntegrationTest::test_speculative_generation"
486
+ ],
487
+ "multi-gpu": [
488
+ "tests/models/qwen3/test_modeling_qwen3.py::Qwen3IntegrationTest::test_export_static_cache",
489
+ "tests/models/qwen3/test_modeling_qwen3.py::Qwen3IntegrationTest::test_speculative_generation"
490
+ ]
491
+ },
492
+ "qwen3_moe": {
493
+ "single-gpu": [],
494
+ "multi-gpu": [
495
+ "tests/models/qwen3_moe/test_modeling_qwen3_moe.py::Qwen3MoeIntegrationTest::test_model_15b_a2b_generation",
496
+ "tests/models/qwen3_moe/test_modeling_qwen3_moe.py::Qwen3MoeIntegrationTest::test_model_15b_a2b_logits",
497
+ "tests/models/qwen3_moe/test_modeling_qwen3_moe.py::Qwen3MoeIntegrationTest::test_model_15b_a2b_long_prompt_sdpa",
498
+ "tests/models/qwen3_moe/test_modeling_qwen3_moe.py::Qwen3MoeIntegrationTest::test_speculative_generation"
499
+ ]
500
+ },
501
+ "rag": {
502
+ "single-gpu": [
503
+ "tests/models/rag/test_modeling_rag.py::RagModelIntegrationTests::test_rag_sequence_generate_beam",
504
+ "tests/models/rag/test_modeling_rag.py::RagModelIntegrationTests::test_rag_sequence_inference",
505
+ "tests/models/rag/test_modeling_rag.py::RagModelIntegrationTests::test_rag_token_inference",
506
+ "tests/models/rag/test_modeling_rag.py::RagModelSaveLoadTests::test_rag_sequence_from_pretrained",
507
+ "tests/models/rag/test_modeling_rag.py::RagModelSaveLoadTests::test_rag_token_from_pretrained"
508
+ ],
509
+ "multi-gpu": [
510
+ "tests/models/rag/test_modeling_rag.py::RagModelSaveLoadTests::test_rag_sequence_from_pretrained",
511
+ "tests/models/rag/test_modeling_rag.py::RagModelSaveLoadTests::test_rag_token_from_pretrained"
512
+ ]
513
+ },
514
+ "sam": {
515
+ "single-gpu": [
516
+ "tests/models/sam/test_modeling_sam.py::SamVisionModelTest::test_sdpa_can_dispatch_on_flash"
517
+ ],
518
+ "multi-gpu": [
519
+ "tests/models/sam/test_modeling_sam.py::SamVisionModelTest::test_sdpa_can_dispatch_on_flash"
520
+ ]
521
+ },
522
+ "sam_hq": {
523
+ "single-gpu": [
524
+ "tests/models/sam_hq/test_modeling_sam_hq.py::SamHQVisionModelTest::test_sdpa_can_dispatch_on_flash"
525
+ ],
526
+ "multi-gpu": [
527
+ "tests/models/sam_hq/test_modeling_sam_hq.py::SamHQVisionModelTest::test_sdpa_can_dispatch_on_flash"
528
+ ]
529
+ },
530
+ "seamless_m4t_v2": {
531
+ "single-gpu": [
532
+ "tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py::SeamlessM4Tv2ModelIntegrationTest::test_speech_to_speech_model",
533
+ "tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py::SeamlessM4Tv2ModelIntegrationTest::test_text_to_speech_model"
534
+ ],
535
+ "multi-gpu": [
536
+ "tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py::SeamlessM4Tv2ModelIntegrationTest::test_speech_to_speech_model",
537
+ "tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py::SeamlessM4Tv2ModelIntegrationTest::test_text_to_speech_model"
538
+ ]
539
+ },
540
+ "segformer": {
541
+ "single-gpu": [
542
+ "tests/models/segformer/test_modeling_segformer.py::SegformerModelTest::test_batching_equivalence"
543
+ ],
544
+ "multi-gpu": [
545
+ "tests/models/segformer/test_modeling_segformer.py::SegformerModelTest::test_batching_equivalence"
546
+ ]
547
+ },
548
+ "speecht5": {
549
+ "single-gpu": [
550
+ "tests/models/speecht5/test_modeling_speecht5.py::SpeechT5ForTextToSpeechIntegrationTests::test_batch_generation",
551
+ "tests/models/speecht5/test_modeling_speecht5.py::SpeechT5ForTextToSpeechIntegrationTests::test_one_to_many_generation"
552
+ ],
553
+ "multi-gpu": [
554
+ "tests/models/speecht5/test_modeling_speecht5.py::SpeechT5ForTextToSpeechIntegrationTests::test_batch_generation",
555
+ "tests/models/speecht5/test_modeling_speecht5.py::SpeechT5ForTextToSpeechIntegrationTests::test_one_to_many_generation"
556
+ ]
557
+ },
558
+ "swin2sr": {
559
+ "single-gpu": [
560
+ "tests/models/swin2sr/test_modeling_swin2sr.py::Swin2SRModelIntegrationTest::test_inference_fp16",
561
+ "tests/models/swin2sr/test_modeling_swin2sr.py::Swin2SRModelIntegrationTest::test_inference_image_super_resolution_head"
562
+ ],
563
+ "multi-gpu": [
564
+ "tests/models/swin2sr/test_modeling_swin2sr.py::Swin2SRModelIntegrationTest::test_inference_fp16",
565
+ "tests/models/swin2sr/test_modeling_swin2sr.py::Swin2SRModelIntegrationTest::test_inference_image_super_resolution_head"
566
+ ]
567
+ },
568
+ "t5": {
569
+ "single-gpu": [
570
+ "tests/models/t5/test_modeling_t5.py::T5ModelIntegrationTests::test_small_integration_test"
571
+ ],
572
+ "multi-gpu": [
573
+ "tests/models/t5/test_modeling_t5.py::T5ModelIntegrationTests::test_small_integration_test"
574
+ ]
575
+ },
576
+ "tapas": {
577
+ "single-gpu": [
578
+ "tests/models/tapas/test_modeling_tapas.py::TapasModelIntegrationTest::test_training_question_answering_head_weak_supervision"
579
+ ],
580
+ "multi-gpu": [
581
+ "tests/models/tapas/test_modeling_tapas.py::TapasModelIntegrationTest::test_training_question_answering_head_weak_supervision"
582
+ ]
583
+ },
584
+ "vitmatte": {
585
+ "single-gpu": [
586
+ "tests/models/vitmatte/test_modeling_vitmatte.py::VitMatteModelTest::test_batching_equivalence"
587
+ ],
588
+ "multi-gpu": [
589
+ "tests/models/vitmatte/test_modeling_vitmatte.py::VitMatteModelTest::test_batching_equivalence"
590
+ ]
591
+ },
592
+ "vitpose": {
593
+ "single-gpu": [
594
+ "tests/models/vitpose/test_modeling_vitpose.py::VitPoseModelIntegrationTest::test_batched_inference",
595
+ "tests/models/vitpose/test_modeling_vitpose.py::VitPoseModelIntegrationTest::test_inference_pose_estimation"
596
+ ],
597
+ "multi-gpu": [
598
+ "tests/models/vitpose/test_modeling_vitpose.py::VitPoseModelIntegrationTest::test_batched_inference",
599
+ "tests/models/vitpose/test_modeling_vitpose.py::VitPoseModelIntegrationTest::test_inference_pose_estimation"
600
+ ]
601
+ },
602
+ "vjepa2": {
603
+ "single-gpu": [
604
+ "tests/models/vjepa2/test_modeling_vjepa2.py::VJEPA2ModelIntegrationTest::test_video_classification"
605
+ ],
606
+ "multi-gpu": [
607
+ "tests/models/vjepa2/test_modeling_vjepa2.py::VJEPA2ModelIntegrationTest::test_video_classification"
608
+ ]
609
+ },
610
+ "xglm": {
611
+ "single-gpu": [
612
+ "tests/models/xglm/test_modeling_xglm.py::XGLMModelLanguageGenerationTest::test_xglm_sample"
613
+ ],
614
+ "multi-gpu": [
615
+ "tests/models/xglm/test_modeling_xglm.py::XGLMModelLanguageGenerationTest::test_xglm_sample"
616
+ ]
617
+ },
618
+ "xlnet": {
619
+ "single-gpu": [
620
+ "tests/models/xlnet/test_modeling_xlnet.py::XLNetModelLanguageGenerationTest::test_lm_generate_xlnet_base_cased"
621
+ ],
622
+ "multi-gpu": [
623
+ "tests/models/xlnet/test_modeling_xlnet.py::XLNetModelLanguageGenerationTest::test_lm_generate_xlnet_base_cased"
624
+ ]
625
+ },
626
+ "zamba2": {
627
+ "single-gpu": [
628
+ "tests/models/zamba2/test_modeling_zamba2.py::Zamba2ModelTest::test_sdpa_can_dispatch_on_flash"
629
+ ],
630
+ "multi-gpu": [
631
+ "tests/models/zamba2/test_modeling_zamba2.py::Zamba2ModelTest::test_sdpa_can_dispatch_on_flash"
632
+ ]
633
+ },
634
+ "pipelines": {
635
+ "single-gpu": [
636
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_simple_s2t",
637
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt",
638
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_bf16",
639
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_fp16"
640
+ ],
641
+ "multi-gpu": [
642
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_simple_s2t",
643
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt",
644
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_bf16",
645
+ "tests/pipelines/test_pipelines_automatic_speech_recognition.py::AutomaticSpeechRecognitionPipelineTests::test_small_model_pt_fp16"
646
+ ]
647
+ },
648
+ "quantization": {
649
+ "single-gpu": [
650
+ "tests/quantization/autoawq/test_awq.py::AwqConfigTest::test_wrong_backend",
651
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_quantized_model",
652
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained",
653
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained_offload",
654
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_preserves_shape",
655
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_with_diff_feature_size_preserves_shape"
656
+ ],
657
+ "multi-gpu": [
658
+ "tests/quantization/autoawq/test_awq.py::AwqConfigTest::test_wrong_backend",
659
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_quantized_model",
660
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained",
661
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained_offload",
662
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_preserves_shape",
663
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8LinearTest::test_linear_with_diff_feature_size_preserves_shape",
664
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_quantized_model_multi_accelerator",
665
+ "tests/quantization/finegrained_fp8/test_fp8.py::FP8QuantizerTest::test_save_pretrained_multi_accelerators"
666
+ ]
667
+ },
668
+ "trainer": {
669
+ "single-gpu": [
670
+ "tests/trainer/test_trainer.py::TrainerIntegrationTest::test_auto_batch_size_finder",
671
+ "tests/trainer/test_trainer.py::TrainerHyperParameterOptunaIntegrationTest::test_hyperparameter_search",
672
+ "tests/trainer/test_trainer.py::TrainerHyperParameterMultiObjectOptunaIntegrationTest::test_hyperparameter_search",
673
+ "tests/trainer/test_trainer.py::TrainerHyperParameterOptunaIntegrationTestWithFullEval::test_hyperparameter_search"
674
+ ],
675
+ "multi-gpu": [
676
+ "tests/trainer/test_trainer.py::TrainerHyperParameterOptunaIntegrationTest::test_hyperparameter_search",
677
+ "tests/trainer/test_trainer.py::TrainerHyperParameterMultiObjectOptunaIntegrationTest::test_hyperparameter_search",
678
+ "tests/trainer/test_trainer_fsdp.py::TestFSDPTrainerTorchCompile::test_trainer"
679
+ ]
680
+ }
681
+ }