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Upload standalone Qwen2.5-Omni audio encoder extracted for FlexiSLM

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ library_name: transformers
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+ pipeline_tag: feature-extraction
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+ base_model: Qwen/Qwen2.5-Omni-7B
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+ ---
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+
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+ # Qwen2.5-Omni Audio Encoder
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+
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+ Standalone audio encoder extracted from [Qwen/Qwen2.5-Omni-7B](https://huggingface.co/Qwen/Qwen2.5-Omni-7B) for [FlexiSLM](https://huggingface.co/FlexiSLM).
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+
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+ This checkpoint keeps only `Qwen2_5OmniAudioEncoder` (`thinker.audio_tower.*`: conv layers, 32 transformer layers, `ln_post`, and `proj`). The Omni thinker LLM, talker, vision tower, and tokenizer are omitted.
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+
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+ - Parameters: 640M
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+ - Size: 1.19 GiB (`bfloat16`)
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+ - Output dim: 3584
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+ - Mel bins: 128
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+
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+ ## Usage with FlexiSLM
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+
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+ ```yaml
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+ qwen25omni_encoder_path: FlexiSLM/Qwen2_5-Omni-Audio_Encoder
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+ qwen25omni_encoder_config_path: FlexiSLM/Qwen2_5-Omni-Audio_Encoder/config.json
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+ ```
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+
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+ Weights are also loadable with `transformers.models.qwen2_5_omni.modeling_qwen2_5_omni.Qwen2_5OmniAudioEncoder`.
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+
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+ ## License
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+
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+ Apache 2.0, same as the source Qwen2.5-Omni-7B checkpoint. Copyright 2025 Alibaba Cloud.
config.json ADDED
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+ "architectures": [
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+ "Qwen2_5OmniAudioEncoder"
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+ ],
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+ "attention_dropout": 0.0,
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+ "d_model": 1280,
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+ "dropout": 0.0,
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+ "encoder_attention_heads": 20,
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+ "encoder_ffn_dim": 5120,
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+ "encoder_layers": 32,
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+ "initializer_range": 0.02,
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+ "max_source_positions": 1500,
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+ "model_type": "qwen2_5_omni_audio_encoder",
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+ "n_window": 100,
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+ "num_hidden_layers": 32,
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+ "num_mel_bins": 128,
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+ "output_dim": 3584,
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+ "scale_embedding": false,
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+ "torch_dtype": "bfloat16"
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+ }
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