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Commits on Jul 23, 2024

• Fix incorrect scales in SmoothQuant algo (openvinotoolkit#2830)

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Commits on Jul 12, 2024

• Support per-channel mode in AWQ, GPTQ and Scale Estimation algos (openvinotoolkit#2785)

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Commits on Jun 25, 2024

• Fix do_dequantization func (openvinotoolkit#2757)

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Commits on Jun 21, 2024

• Update WC metric values (openvinotoolkit#2754)

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Commits on Jun 13, 2024

• Represent symmetrically quantized weights in signed data type (openvinotoolkit#2434)

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Commits on Jun 12, 2024

• Update doc links (openvinotoolkit#2730)

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Commits on May 14, 2024

• [WC] Fix ratio_defining_params (openvinotoolkit#2653)

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Commits on Feb 29, 2024

• Enable llm_tune_params test (openvinotoolkit#2528)

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Commits on Feb 26, 2024

• Skip llm_tune_params test (openvinotoolkit#2513)

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Commits on Feb 14, 2024

• Improve logging in LLM tune hyperparams example (openvinotoolkit#2470)

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Commits on Feb 13, 2024

• Add AWQ to LLM hyperparams tuning example (openvinotoolkit#2447)

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Commits on Feb 5, 2024

• [PT][WC] Add WC tests for functional models (openvinotoolkit#2446)

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Commits on Feb 1, 2024

• Compress weights of Conv layers to 8 bit (openvinotoolkit#2416)

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Commits on Jan 30, 2024

• Compress Embeddings with multiple axes to 8 bit (openvinotoolkit#2417)

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Commits on Jan 29, 2024

• Add test for LLM hyperparams tuning example (openvinotoolkit#2426)

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Commits on Jan 25, 2024

• Fix TinyLLama test (openvinotoolkit#2424)

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Commits on Jan 22, 2024

• Added an example with finding optimal WC hyperparams (openvinotoolkit#2334)

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Commits on Dec 14, 2023

• [PTQ] Bump OV opset from 9 to 13 (openvinotoolkit#2315)

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Commits on Dec 7, 2023

• Extend weight compression with INT8 symmetric scheme (openvinotoolkit#2288)

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Commits on Nov 7, 2023

• Add Concat to _add_softmax_matmul ignored pattern (openvinotoolkit#2244)

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Commits on Oct 25, 2023

• [OV] Add caching of OMZ models (openvinotoolkit#2214)

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Commits on Oct 18, 2023

• Add links to OneFormer and InstructPix2Pix notebooks (openvinotoolkit#2201)

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Commits on Oct 4, 2023

• Update links to notebooks in README (openvinotoolkit#2170)

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Commits on Sep 11, 2023

• [OV] Disable quantization of GRUSequence with linear_before_reset=True (openvinotoolkit#2115)

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Commits on Sep 1, 2023

• Added weight compression algorithm for OpenVINO backend (openvinotoolkit#2059)

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Commits on Aug 9, 2023

• Improve logging for ignored patterns (openvinotoolkit#1983)

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Commits on Aug 3, 2023

• Move model type processing to Solver (openvinotoolkit#1975)

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Commits on Jul 17, 2023

• Add link to ImageBind notebook in README (openvinotoolkit#1982)

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Commits on Jul 14, 2023

• Add link to CLIP notebook in README (openvinotoolkit#1978)

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Commits on Jul 11, 2023

• [PTQ] Add ReduceL2, ReduceSum to ignored scope for Transformers (openvinotoolkit#1953)

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Commits on Jun 29, 2023

• [ONNX] Remove useless methods (openvinotoolkit#1938)

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Commits on Jun 1, 2023

• Added quantization agnostic ops list for all backends (openvinotoolkit#1759)

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Commits on May 30, 2023

• Add Divide and Sqrt to ignored scope for ModelType.TRANSFORMER (openvinotoolkit#1861)

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Commits on May 29, 2023

• Fix "use_pot" option in calibrate.py (openvinotoolkit#1864)

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Commits on May 23, 2023

• Disable quantization for post-processing ops (openvinotoolkit#1747)

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