[Docs] Remove LoRA column for not supported use cases, remove duplicated documents & assets

.github/CONTRIBUTING.md

@@ -1,5 +1,5 @@
-1. See [pull_request_template.md](./pull_request_template.md) for pull request (PR) requirements.
-2. See [BUILD.md](../src/docs/BUILD.md) for instructions on how to build `OpenVINO™ GenAI`.
+1. See [pull_request_template.md](/.github/pull_request_template.md) for pull request (PR) requirements.
+2. See [BUILD.md](/src/docs/BUILD.md) for instructions on how to build `OpenVINO™ GenAI`.
 3. Code style is determined by the file the change is made in. If ambiguous, look into the neighboring files of the same type. In case of contradiction, pick any of the options but stay consistent in your choice.
 4. Don't push branches directly to the upstream repository. Once a branch is pushed to upstream, non-admins lose push access to it, preventing you from updating your changes. Instead, push to your fork and open PRs from there.
 5. Your PR will be tested after one of the developers approves the tests run.

README.md

@@ -12,7 +12,7 @@
 ![Python](https://img.shields.io/badge/python-3.10+-green)
 ![OS](https://img.shields.io/badge/OS-Linux_|_Windows_|_MacOS-blue)
 
-![](src/docs/openvino_genai.svg)
+![](site/static/img/openvino-genai-workflow.svg)
 
 </div>
 

site/docs/guides/debug-logging.mdx

@@ -76,3 +76,13 @@ Accepted token rate, %: 51
 ===============================
 Request_id: 0 ||| 40 0 40 20 0 0 40 40 0 20 20 20 0 40 0 0 20 80 0 80 20 0 0 0 40 80 0 40 60 40 80 0 0 0 0 40 20 20 0 40 20 40 0 20 0 0 0
 ```
+
+When GGUF model passed to pipeline, the details debug info will be also printed.
+
+```sh title="Output:"
+[GGUF Reader]: Loading and unpacking model from: gguf_models/qwen2.5-0.5b-instruct-q4_0.gguf
+[GGUF Reader]: Loading and unpacking model done. Time: 196ms
+[GGUF Reader]: Start generating OpenVINO model...
+[GGUF Reader]: Save generated OpenVINO model to: gguf_models/openvino_model.xml done. Time: 466 ms
+[GGUF Reader]: Model generation done. Time: 757ms
+```

site/docs/supported-models/_components/speech-generation-models-table/models.ts

@@ -2,7 +2,6 @@ type SpeechGenerationModelType = {
   architecture: string;
   models: Array<{
     name: string;
-    loraSupport: boolean;
     links: string[];
   }>;
 };
@@ -13,7 +12,6 @@ export const SPEECH_GENERATION_MODELS: SpeechGenerationModelType[] = [
     models: [
       {
         name: 'SpeechT5 TTS',
-        loraSupport: false,
         links: ['https://huggingface.co/microsoft/speecht5_tts'],
       },
     ],

site/docs/supported-models/_components/vlm-models-table/models.ts

@@ -2,7 +2,6 @@ type VLMModelType = {
   architecture: string;
   models: Array<{
     name: string;
-    loraSupport: boolean;
     links: string[];
     notesLink?: string;
   }>;
@@ -14,7 +13,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'InternVLChatModel',
-        loraSupport: false,
         links: [
           'https://huggingface.co/OpenGVLab/InternVL2-1B',
           'https://huggingface.co/OpenGVLab/InternVL2-2B',
@@ -39,7 +37,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'LLaVA-v1.5',
-        loraSupport: false,
         links: ['https://huggingface.co/llava-hf/llava-1.5-7b-hf'],
       },
     ],
@@ -49,12 +46,10 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'nanoLLaVA',
-        loraSupport: false,
         links: ['https://huggingface.co/qnguyen3/nanoLLaVA'],
       },
       {
         name: 'nanoLLaVA-1.5',
-        loraSupport: false,
         links: ['https://huggingface.co/qnguyen3/nanoLLaVA-1.5'],
       },
     ],
@@ -64,7 +59,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'LLaVA-v1.6',
-        loraSupport: false,
         links: [
           'https://huggingface.co/llava-hf/llava-v1.6-mistral-7b-hf',
           'https://huggingface.co/llava-hf/llava-v1.6-vicuna-7b-hf',
@@ -78,7 +72,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'LLaVA-Next-Video',
-        loraSupport: false,
         links: [
           'https://huggingface.co/llava-hf/LLaVA-NeXT-Video-7B-hf',
         ],
@@ -90,7 +83,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'MiniCPM-o-2_6',
-        loraSupport: false,
         links: ['https://huggingface.co/openbmb/MiniCPM-o-2_6'],
         notesLink: '#minicpm-o-notes',
       },
@@ -101,7 +93,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'MiniCPM-V-2_6',
-        loraSupport: false,
         links: ['https://huggingface.co/openbmb/MiniCPM-V-2_6'],
       },
     ],
@@ -111,7 +102,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'phi3_v',
-        loraSupport: false,
         links: [
           'https://huggingface.co/microsoft/Phi-3-vision-128k-instruct',
           'https://huggingface.co/microsoft/Phi-3.5-vision-instruct',
@@ -125,7 +115,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'phi4mm',
-        loraSupport: false,
         links: [
           'https://huggingface.co/microsoft/Phi-4-multimodal-instruct',
         ],
@@ -138,7 +127,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'Qwen2-VL',
-        loraSupport: false,
         links: [
           'https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct',
           'https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct',
@@ -153,7 +141,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'Qwen2.5-VL',
-        loraSupport: false,
         links: [
           'https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct',
           'https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct',
@@ -166,7 +153,6 @@ export const VLM_MODELS: VLMModelType[] = [
     models: [
       {
         name: 'gemma3',
-        loraSupport: false,
         links: [
           'https://huggingface.co/google/gemma-3-4b-it',
           'https://huggingface.co/google/gemma-3-12b-it',

site/docs/supported-models/_components/whisper-models-table/models.ts

@@ -2,7 +2,6 @@ type WhisperModelType = {
   architecture: string;
   models: Array<{
     name: string;
-    loraSupport: boolean;
     links: string[];
   }>;
 };
@@ -13,7 +12,6 @@ export const WHISPER_MODELS: WhisperModelType[] = [
     models: [
       {
         name: 'Whisper',
-        loraSupport: false,
         links: [
           'https://huggingface.co/openai/whisper-tiny',
           'https://huggingface.co/openai/whisper-tiny.en',
@@ -28,7 +26,6 @@ export const WHISPER_MODELS: WhisperModelType[] = [
       },
       {
         name: 'Distil-Whisper',
-        loraSupport: false,
         links: [
           'https://huggingface.co/distil-whisper/distil-small.en',
           'https://huggingface.co/distil-whisper/distil-medium.en',

src/README.md

@@ -539,12 +539,12 @@ print(tokens.input_ids.shape)
 
 ## How It Works
 
-For information on how OpenVINO™ GenAI works, refer to the [How It Works Section](./docs/HOW_IT_WORKS.md).
+For information on how OpenVINO™ GenAI works, refer to the [How It Works](https://openvinotoolkit.github.io/openvino.genai/docs/concepts/how-it-works) page.
 
 ## Supported Models
 
 For a list of supported models, refer to the [Supported Models](https://openvinotoolkit.github.io/openvino.genai/docs/supported-models/) page.
 
 ## Debug Log
 
-For using debug log, refer to [DEBUG Log](./doc/DEBUG_LOG.md).
+For using debug log, refer to the [Debug Logging](https://openvinotoolkit.github.io/openvino.genai/docs/guides/debug-logging) page.