🔴 VLM: compile compatibility (#35724)

* llavas

* add mroe models

* fix `compile_forward` test for all models

* fix copies

* make style

* also doesn't support cache class

* fix some tests

* not copied from

* ci green?

* fix tests

* fix copies

* fix tests

* check with `numel` and remove `item`

* fix copies

* fix copies

* Update src/transformers/models/cohere2/modeling_cohere2.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* opt remove cross attn

* gemma2

* fixup

* fixup

* fix newly added test

* maybe fixed?

* green please?

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

tests/models/instructblip/test_modeling_instructblip.py

@@ -530,6 +530,12 @@ class InstructBlipForConditionalGenerationDecoderOnlyTest(ModelTesterMixin, Gene
     def test_save_load_fast_init_to_base(self):
         pass
 
+    @unittest.skip(
+        "InstructBLIP cannot generate only from input ids, and requires pixel values in all cases to be present"
+    )
+    def test_generate_from_inputs_embeds_with_static_cache(self):
+        pass
+
     def test_forward_signature(self):
         config, _ = self.model_tester.prepare_config_and_inputs_for_common()