Ekaterina Aidova

AC: input dumping POC

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TO DO: - [ ] more dumpers - [ ] move to evaluator - [ ] model agnostic data dumping - [ ] providing keys for input dumping - [...

### Details: - *AC support inference precision hint* ### Tickets: - *91875*

### Changes relax numpy dependencies as disucessed in https://github.com/openvinotoolkit/openvino/pull/12558#issuecomment-1217523005 ### Reason for changes align numpy versions with other openvino components for resolving environment conflicts ### Related tickets 87749 ### Tests

# What does this PR do? This PR propose to move model preparation to export outside onnx exporter for ability reuse it in different exporters (e.g. openvino, neuron) that may...

optimize first latency beam search for OVModelForCausalLM

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# What does this PR do? this PR reduces first token latency for OVModelForCausalLM class if beam search decoding selected. Beam search represented during generation as batch of sequences (generation...

proper filter for applying bettertransformer

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# What does this PR do? Fixes # (issue) ## Before submitting - [ ] This PR fixes a typo or improves the docs (you can dismiss the other checks...

make stable diffusion unet and vae number of channels static

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# What does this PR do? Ported from https://github.com/huggingface/optimum-intel/pull/692 remove number of channels from unet and vae dynamic inputs and outputs. From model topology perspective, this value can not be...

fix falcon dummy input generator

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# What does this PR do? during enabling falcon40b export for openvino, I found that this model is not covered by dummy input generator configuration and failed with shape mismatch....