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Fix for llava models not generating text with test failures in 1.19 #1548

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@tthakkal tthakkal commented Dec 3, 2024

What does this PR do?

Seeing regression on 1.19 for llava model accuracy with fp8.
Using scale mode to fix the issue.
Updated readme and tests to use maxabs_quant_scale_format_const.json for llava models/

Fixes # (issue)

Current output:
11/26/2024 00:56:50 - INFO - main - result = [[{'generated_text': 'USER: \nWhat is shown in this image? ASSISTANT:'}]]
11/26/2024 00:56:50 - INFO - main - time = 160.23870641365647ms, Throughput (including tokenization) = -12.481378842618692 tokens/second

output after fix:
11/26/2024 00:52:23 - INFO - {}main{} - result = [[
{'generated_text': 'USER: \nWhat is shown in this image? ASSISTANT: The image shows a pier extending out over a body of water, with a mountain in the background.'}
]]
11/26/2024 00:52:23 - INFO - {}main{} - time = 160.74028802104294ms, Throughput (including tokenization) = 111.98188221265083 tokens/second

Before submitting

  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you make sure to update the documentation with your changes?
  • Did you write any new necessary tests?

@tthakkal tthakkal requested a review from regisss as a code owner December 3, 2024 20:24
@jiminha jiminha added the run-test Run CI for PRs from external contributors label Dec 3, 2024
@HuggingFaceDocBuilderDev

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@regisss regisss merged commit 376cff4 into huggingface:main Dec 3, 2024
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@tthakkal tthakkal deleted the thanaji/fix_llava_tests_for_1.19 branch December 3, 2024 22:03
imangohari1 pushed a commit to imangohari1/optimum-habana that referenced this pull request Dec 10, 2024
Liangyx2 pushed a commit to HabanaAI/optimum-habana-fork that referenced this pull request Jan 20, 2025
xinyu-intel pushed a commit to HabanaAI/optimum-habana-fork that referenced this pull request Mar 4, 2025
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* Revert "add check_neural_compressor_min_version for 4 bit behavior" (huggingface#1578)

* Revert PR huggingface#1473 (huggingface#1582)

* Remove deprecated env variables

* Add sdp_on_bf16 argument to CI for run_image2text_lora_finetune and a… (huggingface#1585)

* Remove unnecessary neural compressor fix for 1.19 release (huggingface#1584)

* Make style

* Fixed spelling (huggingface#1576)

* Update docs for baichuan2 training (huggingface#1586)

* Fixed spelling (huggingface#1576)

* Update docs for baichuan2 training (huggingface#1586)

* Adjust bert and roberta targets (huggingface#1588)

* Update text-gen readme for autogptq (huggingface#1589)

* Update README to Include Information on Performance Degradation and Mitigation Options (huggingface#1555)

* Fix Accuracy Calculation Issue in GPT-NeoX (huggingface#1591)

* Readme update for llama-405B (huggingface#1587)

Co-authored-by: Mohit Sinha <msinha@habana.ai>
Co-authored-by: Seunghyuk Park (shepark) <separk@habana.ai>
Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>

* Fix Accuracy Calculation Issue in GPT-NeoX (huggingface#1591)

* Add WA flag for falcon-180b to resolve text-gen critical reset error during tests (huggingface#1590)

* Add WA flag for falcon-180b to resolve text-gen critical reset error during tests (huggingface#1590)

* Add sdp_on_bf16 option to diffusers and image/audio classicifation tests (huggingface#1592)

* Update transformers tests generation util v4.45.2 (huggingface#1441)

Co-authored-by: Gustavo <gustavo.malkomes>
Co-authored-by: Yaser Afshar <yaser.afshar@intel.com>
Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>

* Update README.md (huggingface#1595)

* Limit position embeddings in inference (huggingface#1598)

Co-authored-by: Adam Stachowicz <105052242+astachowiczhabana@users.noreply.github.com>

* Verify model output is provided when check_output is enabled (huggingface#1597)

* Limit position embeddings in inference (huggingface#1598)

Co-authored-by: Adam Stachowicz <105052242+astachowiczhabana@users.noreply.github.com>

* Verify model output is provided when check_output is enabled (huggingface#1597)

* Update README.md (huggingface#1595)

* Fix scikit-learn to 1.5.2 to fix f1 evaluation crash in 1.6.0 (huggingface#1596)

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* Revert common KVCache not to check token_idx (huggingface#1594)

* Update language-modeling README file (huggingface#1599)

Co-authored-by: Libin Tang <litang@habana.ai>
Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>

* Update readme for audio-classification example (huggingface#1602)

* SDPA flag update - static code analysis (huggingface#1601)

* Revert common KVCache not to check token_idx (huggingface#1594)

* Remove unwanted merged changes in SD pipeline

* Revert LlamaKVCache due to memory increase (huggingface#1605)

* Check rope_scaling attr (huggingface#1609)

* skip certain tests for G1 with empty param list (huggingface#1613)

* Revert "Update transformers tests generation util v4.45.2 (huggingface#1441)" (huggingface#1614)

This reverts commit 2ba520a.

* audio classification readme update (huggingface#1604)

* fix readme cmds for clip-roberta (huggingface#1603)

* fix readme cmds for clip-roberta

* comments and cleanup

* Fix run_generation test commands for TRL out usage example (huggingface#1624)

Fix run_generation example

* Add arbitrary scales (#15) (huggingface#1625)

Co-authored-by: Linoy Buchnik <linoybu@gmail.com>

* Modify Qwen2 TRL command to avoid OOM.  (huggingface#1630)

Add --use_flash_attention to avoid OOM for Qwen2

* Replace the UNET custom attention processors (huggingface#1608)

Co-authored-by: Iman Gohari <s.m.iman.gohari@intel.com>

* Falcon Model Support (huggingface#1612)

Co-authored-by: leopck <sckphoong@habana.ai>
Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>

* Update sdp_on_bf16 option for ST example (huggingface#1615)

* Update save lora weights for diffusers with text_encoder_2 layers (huggingface#1626)

* Fix `save_lora_weights` in `pipeline_utils.py` (huggingface#1643)

* Refactor mixtral moe block. (huggingface#1635)

* speech-recognition: downgrade datasets version (huggingface#1646)

* add sdp_on_bf16 to controlnet (huggingface#1631)

* add sdp_on_bf16 to controlnet

* Update pipeline_controlnet.py

pass sdp_on_bf16 to controlnet_pipeline

* Update text_to_image_generation.py

* Update text_to_image_generation.py

* Quick fix for quantization/custom op list loading (huggingface#1657)

Signed-off-by: Daniel Socek <daniel.socek@intel.com>

* Update multi-node test dockerfile (huggingface#1662)

* Fixes on OH 1.15 pre release (huggingface#1661)

Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>

* Fix distributed issue for ST Trainer (huggingface#1649)

* Fix distributed issue for timm (huggingface#1653)

Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>

* Added missing parameter for llama function call (huggingface#1663)

Co-authored-by: Libin Tang <litang@habana.ai>

* Add reuse_cache for llama3-405b measurement (huggingface#1664)

* Update EFA dockerfile to SynapseAI 1.19.0 (huggingface#1665)

Co-authored-by: Libin Tang <litang@habana.ai>

* Fix bug for GaudiMixtralAttentionLongSequence forward (huggingface#1650)

Signed-off-by: kaixuanliu <kaixuan.liu@intel.com>

* Update to SynapseAI v1.19

* Release: v1.15.0

* Fix style

* save_model - incorrect conflict resolution

* Fix style

---------

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
Signed-off-by: Ye, Xinyu <xinyu.ye@intel.com>
Signed-off-by: Mengni Wang <mengni.wang@intel.com>
Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Signed-off-by: Liu, Kaixuan <kaixuan.liu@intel.com>
Signed-off-by: Xin <xin3.he@intel.com>
Signed-off-by: xinhe3 <xinhe3@habana.ai>
Signed-off-by: Daniel Huang <daniel1.huang@intel.com>
Signed-off-by: yuanwu <yuan.wu@intel.com>
Signed-off-by: Haihao Xiang <haihao.xiang@intel.com>
Signed-off-by: Matrix YAO <matrix.yao@intel.com>
Signed-off-by: Urszula Golowicz <urszula.golowicz@intel.com>
Signed-off-by: Focus Luo <focus.luo@intel.com>
Signed-off-by: kaixuanliu <kaixuan.liu@intel.com>
Co-authored-by: Pramod Kumar <144990617+pramodkumar-habanalabs@users.noreply.github.com>
Co-authored-by: Wang, Yi <yi.a.wang@intel.com>
Co-authored-by: regisss <15324346+regisss@users.noreply.github.com>
Co-authored-by: Roi Tiefenbrunn <roi.tief97@gmail.com>
Co-authored-by: Yan Tomsinsky <73292515+Yantom1@users.noreply.github.com>
Co-authored-by: Konrad Drozd <konrad.drozd@intel.com>
Co-authored-by: Uri Livne <ulivne@habana.ai>
Co-authored-by: Yeonsil Yoon <yyoon@habana.ai>
Co-authored-by: Danny Semiat <dsemiat@habana.ai>
Co-authored-by: Yaser Afshar <yaser.afshar@intel.com>
Co-authored-by: Harish Subramony <81822986+hsubramony@users.noreply.github.com>
Co-authored-by: Piotr Bielak <pbielak@users.noreply.github.com>
Co-authored-by: Sayantan Sarkar <supersarkar@gmail.com>
Co-authored-by: Harish <hsubramony@habana.ai>
Co-authored-by: Libin Tang <litang@habana.ai>
Co-authored-by: ZhengHongming888 <hongming.zheng@intel.com>
Co-authored-by: Jimin Ha <jha@habana.ai>
Co-authored-by: Seunghyuk Park (shepark) <separk@habana.ai>
Co-authored-by: Dmitry <dmitry.smertin@intel.com>
Co-authored-by: Soila Kavulya <soila.p.kavulya@intel.com>
Co-authored-by: Sun Choi <schoi@habana.ai>
Co-authored-by: xinhe <xin3.he@intel.com>
Co-authored-by: Mohit Deopujari <mdeopujari@habana.ai>
Co-authored-by: Iman Gohari <s.m.iman.gohari@intel.com>
Co-authored-by: XinyuYe-Intel <xinyu.ye@intel.com>
Co-authored-by: Vivek Goel <vgoel@habana.ai>
Co-authored-by: Akihiro Takahashi <akihiro.takahashi@intel.com>
Co-authored-by: Miroslav Goncharenko <miroslav.goncharenko@intel.com>
Co-authored-by: Wang, Mengni <mengni.wang@intel.com>
Co-authored-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Vidya Galli <vidya.s.galli@intel.com>
Co-authored-by: deepak-gowda-narayana <140652370+deepak-gowda-narayana@users.noreply.github.com>
Co-authored-by: Supreet Singh <100715017+SupreetSinghPalne@users.noreply.github.com>
Co-authored-by: kaixuanliu <kaixuan.liu@intel.com>
Co-authored-by: ANSHUMAN TRIPATHY <a.tripathy87@gmail.com>
Co-authored-by: sushil dubey <sdubey@habana.ai>
Co-authored-by: Luca Calabria <luca.calabria@intel.com>
Co-authored-by: billishyahao <yahao.he@intel.com>
Co-authored-by: xinhe3 <xinhe3@habana.ai>
Co-authored-by: KP (Edwin) Lau <kiangpeng.lau@intel.com>
Co-authored-by: Marcin Łapiński <mlapinskix@habana.ai>
Co-authored-by: Urszula Golowicz <urszula.golowicz@intel.com>
Co-authored-by: Greg Serochi <greg.serochi@intel.com>
Co-authored-by: Seethong Vang <seethong.vang@intel.com>
Co-authored-by: Anastasia Uvarova <anastasia.uvarova@intel.com>
Co-authored-by: Mohit Deopujari <mohit.deopujari@intel.com>
Co-authored-by: Chen Levkovich <chen.levkovich@intel.com>
Co-authored-by: Libin Tang <libin.tang@intel.com>
Co-authored-by: ranzhejiang <zhejiang.ran@intel.com>
Co-authored-by: Baochen Yang <baochen.yang@intel.com>
Co-authored-by: Huijuan Zhou <huijuan.zhou@intel.com>
Co-authored-by: Sergey Plotnikov <sergey.plotnikov@intel.com>
Co-authored-by: Deepak Narayana <deepak.narayana@intel.com>
Co-authored-by: Witold Szczurek <152967125+wszczurekhabana@users.noreply.github.com>
Co-authored-by: Wei Lin <forever871001@163.com>
Co-authored-by: lkk <33276950+lkk12014402@users.noreply.github.com>
Co-authored-by: Chaojun Zhang <chzhang@habana.ai>
Co-authored-by: Daniel Huang <daniel1.huang@intel.com>
Co-authored-by: Yuan Wu <yuan.wu@intel.com>
Co-authored-by: Xiang, Haihao <haihao.xiang@intel.com>
Co-authored-by: Jianqian Zhou <jianqian.zhou@intel.com>
Co-authored-by: Wei Lin <wei2.lin@intel.com>
Co-authored-by: Thanaji Rao Thakkalapelli <tthakkalapelli@habana.ai>
Co-authored-by: Yao Matrix <yaoweifeng0301@126.com>
Co-authored-by: yan tomsinsky <ytomsinsky@habana.ai>
Co-authored-by: Eran Geva <egeva@habana.ai>
Co-authored-by: Alexey Belyakov <alexey.belyakov@intel.com>
Co-authored-by: Bhargav <beede@habana.ai>
Co-authored-by: Krzysztof Wiśniewski <krzysztof2.wisniewski@intel.com>
Co-authored-by: Abhilash Majumder <30946547+abhilash1910@users.noreply.github.com>
Co-authored-by: FocusLuo <focus.luo@intel.com>
Co-authored-by: Yixiu Chen <yixiu.chen@intel.com>
Co-authored-by: Nariman Piroozan <87953329+npiroozan@users.noreply.github.com>
Co-authored-by: Edward Mascarenhas <edward.mascarenhas@intel.com>
Co-authored-by: Shiv Kaul <skaul@habana.ai>
Co-authored-by: bmengke <mengkejiergeli.ba@intel.com>
Co-authored-by: Leo Zhao <leo.zhao@intel.com>
Co-authored-by: Mohit Sinha <msinha@habana.ai>
Co-authored-by: Harshvardhan Chauhan <hchauhan@habana.ai>
Co-authored-by: Gustavo Malkomes <gustavo.malkomes@intel.com>
Co-authored-by: Linoy Buchnik <linoybu@gmail.com>
Co-authored-by: Alexey Fadeev <alexey.fadeev@intel.com>
Co-authored-by: leopck <sckphoong@habana.ai>
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