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[Good First Issue][NNCF]: Add ONNX support of data-free Weight Compression Algorithm

good first issueGood for newcomersGood for newcomers

Status: Open.

#3273 In openvinotoolkit/nncf;

· kshpv opened on Feb 12, 2025

[Good First Issue][NNCF]: Remove backend-specific methods from the common layer attributes

good first issueGood for newcomersGood for newcomers

Status: Open.

#3249 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Feb 4, 2025

[TorchFX] Support quantization with custom torch.ao quantizers via nncf.quantize_pt2e API

enhancementNew feature or requestNew feature or request

Status: Open.

#3231 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Jan 30, 2025

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

good first issueGood for newcomersGood for newcomers

Status: Open.

#3230 In openvinotoolkit/nncf;

· ljaljushkin opened on Jan 30, 2025

[TorchFX] Support weight quantization for operations with weight_port_id != 1

enhancementNew feature or requestNew feature or request

Status: Open.

#3206 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Jan 22, 2025

[TorchFX][quantize_pt2e] Support SharedQuantizationSpec

enhancementNew feature or requestNew feature or request

Status: Open.

#3193 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Jan 16, 2025

[Example][TorchFX] Example on quantize_pt2e with the X86InductorQuantizer

enhancementNew feature or requestNew feature or request

Status: Open.

#3185 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Jan 9, 2025

[TorchFX] quantize_pt2e: support QAT mode

enhancementNew feature or requestNew feature or request

Status: Open.

#3170 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Dec 29, 2024

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

good first issueGood for newcomersGood for newcomers

Status: Open.

#3129 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Dec 3, 2024

[TorchFX] Do not propagate quantizers through __get_item__ when input/output has different numel

enhancementNew feature or requestNew feature or request

Status: Open.

#3109 In openvinotoolkit/nncf;

· daniil-lyakhov opened on Nov 25, 2024

[Good First Issue][NNCF]: Replace common tensor_statistics by experimental tensor_statistics

good first issueGood for newcomersGood for newcomers

Status: Open.

#3041 In openvinotoolkit/nncf;

· kshpv opened on Oct 28, 2024

RuntimeError: CUDA is available for PyTorch, but NNcF could not compile GPu quan tization extensions.

bugSomething isn't workingSomething isn't working

Status: Open.

#3033 In openvinotoolkit/nncf;

· huangqiu15444 opened on Oct 23, 2024