Add pipeline tag and library name

This PR adds the `pipeline_tag: audio-text-to-text` and `library_name: transformers` metadata to improve model discoverability and usability.

README.md

@@ -1,9 +1,11 @@
 ---
-license: apache-2.0
-datasets:
-- amaai-lab/MusicBench
 base_model:
 - Qwen/Qwen2.5-Omni-7B
+datasets:
+- amaai-lab/MusicBench
+license: apache-2.0
+pipeline_tag: audio-text-to-text
+library_name: transformers
 ---
 
 # Ke-Omni-R: Achieving Advanced Audio Reasoning with a Concise 50-Words Think Process
@@ -19,7 +21,7 @@ Ke-Omni-R is an advanced audio reasoning model built upon [Qwen2.5-Omni-7B](http
 
 ## Performance: Accuracies (%) on MMAU Test-mini and Test benchmark
 | Model                                 | Method                | Sound (Test-mini) | Sound (Test)  | Music (Test-mini) | Music (Test)  | Speech (Test-mini) | Speech (Test)  | Average (Test-mini) | Average (Test)  |
-|---------------------------------------|-----------------------|-----------|-------|-----------|-------|-----------|------|------------|-------|
+|---------------------------------------|----------------اريات-------|-----------|-------|-----------|-------|-----------|------|------------|-------|
 | -                                     | Human\*               | 86.31     | -     | 78.22     | -     | 82.17     | -     | 82.23     | -     |
 | Gemini Pro 2.0 Flash                  | Direct Inference\*    | 56.46     | 61.73 | 58.68     | 56.53 | 51.65     | 61.53 | 55.60     | 59.93 |
 | Audio Flamingo 2                      | Direct Inference\*    | 61.56     | 65.10 | **73.95** |**72.90**| 30.93     | 40.26 | 55.48     | 59.42 |
@@ -80,7 +82,9 @@ print(completions)
 
 the output should be
 ```
-["Well, it sounds like there's a car accelerating. You can hear the engine revving up, and there's a bit of a thump or thud sound too. It might be the car hitting something or just a part of the acceleration process. It gives off a sense of speed and power. What do you think about it? Do you have any other audio samples you want to talk about?", '<think>The audio features a vehicle accelerating and revving, which is characteristic of a car. The sound is consistent with a car engine, not an aircraft, tank, or missile.</think>\n<answer>Car</answer>', "<think>The main source of sound is a buzzing insect, which is consistent with the size and sound of a honeybee. The other options don't match the sound or context.</think>\n<answer>honeybee</answer>"]
+["Well, it sounds like there's a car accelerating. You can hear the engine revving up, and there's a bit of a thump or thud sound too. It might be the car hitting something or just a part of the acceleration process. It gives off a sense of speed and power. What do you think about it? Do you have any other audio samples you want to talk about?", '<think>The audio features a vehicle accelerating and revving, which is characteristic of a car. The sound is consistent with a car engine, not an aircraft, tank, or missile.</think>
+<answer>Car</answer>', "<think>The main source of sound is a buzzing insect, which is consistent with the size and sound of a honeybee. The other options don't match the sound or context.</think>
+<answer>honeybee</answer>"]
 ```
 
 ## Acknowledgements
@@ -102,5 +106,4 @@ We express our gratitude to the following projects and teams for their contribut
   publisher = {GitHub},
   journal = {GitHub Repository},
   howpublished = {\url{https://github.com/shuaijiang/Ke-Omni-R}},
-}
-```
+}