openvinotoolkit/nncf

[Good First Issue][NNCF][Tests]: Refactor weights compression tests into a template tests. 20 days ago

good first issue

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Neural Network Compression Framework for enhanced OpenVINO™ inference

Python

#bert#classification#compression#deep-learning#genai#llm#mixed-precision-training#nlp#object-detection#onnx#openvino#pruning#pytorch#quantization#quantization-aware-training#semantic-segmentation#sparsity#tensorflow#transformers

[Good First Issue][NNCF]: Support transposed input for data-aware weight compression methods 3 months ago

good first issue

openvinotoolkit/nncf

1.2K

Neural Network Compression Framework for enhanced OpenVINO™ inference

Python

#bert#classification#compression#deep-learning#genai#llm#mixed-precision-training#nlp#object-detection#onnx#openvino#pruning#pytorch#quantization#quantization-aware-training#semantic-segmentation#sparsity#tensorflow#transformers

[Good First Issue][NNCF]: Support not transposed weight for data-aware weight compression methods 5 months ago

good first issue

openvinotoolkit/nncf

1.2K

Neural Network Compression Framework for enhanced OpenVINO™ inference

Python

#bert#classification#compression#deep-learning#genai#llm#mixed-precision-training#nlp#object-detection#onnx#openvino#pruning#pytorch#quantization#quantization-aware-training#semantic-segmentation#sparsity#tensorflow#transformers

[Good First Issue][NNCF]: Use stateful model in LLM compression examples 8 months ago

good first issue

openvinotoolkit/nncf

1.2K

Neural Network Compression Framework for enhanced OpenVINO™ inference

Python

#bert#classification#compression#deep-learning#genai#llm#mixed-precision-training#nlp#object-detection#onnx#openvino#pruning#pytorch#quantization#quantization-aware-training#semantic-segmentation#sparsity#tensorflow#transformers

[Good First Issue][NNCF]: Move `is_weight_compression_needed` function to common 11 months ago

good first issue

openvinotoolkit/nncf

1.2K

Neural Network Compression Framework for enhanced OpenVINO™ inference

Python

#bert#classification#compression#deep-learning#genai#llm#mixed-precision-training#nlp#object-detection#onnx#openvino#pruning#pytorch#quantization#quantization-aware-training#semantic-segmentation#sparsity#tensorflow#transformers

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