[wwb][llm-bench] Fix version of required dependency in requirements.txt (openvinotoolkit#3314)

## Description
- fix version of modules for wwb and llm_bench
- removed separate requirements.txt for llm-bench (content from
requirements_conversion.txt was added to main requirements,
requirements_gptq.txt‎ was removed)
- add extras_require for minicpm-o (to discuss)

<!-- Jira ticket number (e.g., 123). Delete if there's no ticket. -->
CVS-181062

## Checklist:
- [x] This PR follows GenAI Contributing guidelines. <!-- Always follow
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If there are deviations, explain what and why. -->
- [NA] Tests have been updated or added to cover the new code. <!--
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maintenance related, update the tests at
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explain in the description why the tests don't need an update. -->
- [x] This PR fully addresses the ticket. <!--- If not, explain clearly
what is covered and what is not. If follow-up pull requests are needed,
specify in the description. -->
- [NA] I have made corresponding changes to the documentation. <!-- Run
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Author: sbalandi

tools/llm_bench/requirements.txt

@@ -1,24 +1,43 @@
 --extra-index-url https://download.pytorch.org/whl/cpu
-numpy
+numpy==1.26.4; platform_system == "Darwin" and platform_machine == "x86_64"
+numpy>=1.16.6,<=2.4.2; platform_system != "Darwin" or platform_machine != "x86_64"
 --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly
 openvino
 openvino-tokenizers
 openvino_genai
-pillow
-torch
-transformers[sentencepiece]>=4.40.0
-diffusers>=0.22.0
-#optimum is in dependency list of optimum-intel
-optimum-intel[nncf]>=1.25.0
-packaging
+# Image processing for VLMs
+pillow==12.1.1
+torch>=2.1.0,<=2.10
+transformers[sentencepiece]>=4.40.0,<=4.57.0
+diffusers>=0.22.0,<=0.36.0
+# optimum is in dependency list of optimum-intel
+optimum-intel[nncf]>=1.25.0,<=1.27.0
+packaging>=20.0,<=26.0
 psutil
-timm
-tiktoken
-librosa # For Whisper
-matplotlib
-jinja2>=3.1.0
-scipy
-gguf_parser
-gguf>=0.10
-num2words
-opencv-python
+timm==1.0.24
+tiktoken>=0.3.0,<=0.12.0
+librosa==0.11.0 # For Whisper
+matplotlib>=3.3.4,<=3.10.8
+jinja2>=3.1.0,<=3.1.6
+# For text_rerank model types
+scipy>=1.3.2,<=1.17.0
+gguf_parser==0.1.1
+gguf>=0.10,<=0.17.1
+# For smolvlm2-256m-video-instruct model
+num2words==0.5.14
+# For video-to-text VLM sample
+opencv-python<=4.13.0.92
+# For Qwen
+bitsandbytes==0.49.1
+transformers_stream_generator==0.0.5
+einops==0.8.2
+# For microsoft/Phi-3.5-vision-instruct
+backoff==2.2.1
+# For openbmb/MiniCPM-o-2_6
+# Please, be advised that MiniCPM-o-2_6 requires transformers>=4.50,<=4.51.3
+vector-quantize-pytorch==1.27.20
+vocos==0.1.0
+torchaudio>=2.1.0,<=2.10.0
+torchcodec==0.7.0; sys_platform == "linux"
+torchvision>=0.16,<=0.25.0
+soundfile==0.13.1

tools/llm_bench/requirements/requirements_conversion.txt

@@ -34,6 +34,11 @@ PIP_PRE=1 \
 PIP_EXTRA_INDEX_URL=https://storage.openvinotoolkit.org/simple/wheels/nightly \
 pip install .
 ```
+Some models require specific module versions, WWB supports installing certain configurations. For more information, please refer to `extras_require` in setup.py.
+For example:
+```
+pip install .[minicpm-o-2_6]
+```
 
 ## Usage
 ### Compare Text-generation Models (LLMs)

tools/llm_bench/requirements/requirements_gptq.txt

@@ -1,24 +1,27 @@
-accelerate>=0.26.0
-transformers>=4.35.2
-sentence-transformers>=2.2.2
+accelerate>=0.26.0,<=1.12.0
+transformers[sentencepiece]>=4.35.2,<=4.57.0
+sentence-transformers>=2.2.2,<=5.2.2
 openvino-genai
-optimum-intel[nncf]>=1.19.0
-pandas>=2.0.3
-numpy>=1.23.5
-tqdm>=4.66.1
-diffusers
-datasets>=3.6.0
-sentencepiece
-jinja2>=3.1.0
-scipy
-opencv-python
-imageio[pyav]
-imageio-ffmpeg
-torchaudio
-torchvision
-soundfile
-librosa
-vocos
-vector_quantize_pytorch
-lpips
-scikit-image
+optimum-intel[nncf]>=1.19.0,<=1.27.0
+pandas>=2.0.3,<=2.3.1
+numpy==1.26.4; platform_system == "Darwin" and platform_machine == "x86_64"
+numpy>=1.16.6,<=2.4.2; platform_system != "Darwin" or platform_machine != "x86_64"
+tqdm>=4.66.1,<=4.67.1
+diffusers>=0.22.0,<=0.36.0
+datasets>=3.6.0,<=4.5.0
+jinja2>=3.1.0,<=3.1.6
+scipy>=1.3.2,<=1.17.0
+# For video-to-text VLM sample/VideoGen
+opencv-python<=4.13.0.92
+imageio[pyav]<=2.37.2
+imageio-ffmpeg<=0.6.0
+lpips==0.1.4
+scikit-image<=0.26.0
+# - openbmb/MiniCPM-o-2_6
+soundfile==0.13.1
+librosa==0.11.0
+torchcodec<=0.10.0; sys_platform == "linux"
+vocos==0.1.0
+vector-quantize-pytorch==1.27.20
+torchaudio>=2.1.0,<=2.10.0
+torchvision>=0.16,<=0.25.0

tools/who_what_benchmark/README.md

@@ -43,4 +43,13 @@ def set_version(base_version: str):
     install_requires=required,
     entry_points={"console_scripts": ["wwb=whowhatbench.wwb:main"]},
     package_data={"whowhatbench": ["prompts/*.yaml", "prompts/*.json"]},
+    extras_require={
+        "minicpm-o-2_6": [
+            "torch==2.10.0",
+            "torchvision==0.25.0",
+            "torchaudio==2.10.0",
+            "transformers>=4.50,<=4.51.3",
+            "optimum-intel==1.27.0",
+        ],
+    },
 )