Migrated Qwen3-ASR-0.6B/E3_Speed to root

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,69 @@
+---
+language:
+- lus
+license: apache-2.0
+base_model: Qwen/Qwen2-Audio-7B
+tags:
+- generated_from_trainer
+datasets:
+- andrewbawitlung/mizonal-v3
+metrics:
+- wer
+model-index:
+- name: qwen3-asr-0.6b-mizonal3-E3-lus-v2026.06
+  results:
+  - task:
+      name: Automatic Speech Recognition
+      type: automatic-speech-recognition
+    dataset:
+      name: MiZonal v3
+      type: andrewbawitlung/mizonal-v3
+      config: default
+      split: test
+    metrics:
+    - name: Wer
+      type: wer
+      value: 18.9850
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# qwen3-asr-0.6b-mizonal3-E3-lus-v2026.06
+
+This model is a fine-tuned version of [Qwen/Qwen2-Audio-7B](https://huggingface.co/Qwen/Qwen2-Audio-7B) on the **MiZonal v3** dataset. 
+Note: ~1 hour of conversational speech was added to this dataset version.
+
+It achieves the following results on the evaluation set:
+- Wer: 18.9850
+
+## Model description
+
+### Experiment Configurations
+This repository is part of a series of experiments. The different configurations are:
+- **E1 (Baseline):** Standard training configuration.
+- **E2 (Noise):** Training with background noise augmentation.
+- **E3 (Speed):** Training with speed perturbation augmentation.
+- **E4 (SpecAug):** Training with SpecAugment (time and frequency masking).
+- **E5 (Combined):** Training with a combination of all augmentations.
+
+### All Models in this Family
+| Experiment | Hugging Face Repository |
+| :--- | :--- |
+| **E1 (Baseline)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E1-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E1-lus-v2026.06) |
+| **E2 (Noise)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E2-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E2-lus-v2026.06) |
+| **E3 (Speed)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E3-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E3-lus-v2026.06) |
+| **E4 (SpecAug)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E4-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E4-lus-v2026.06) |
+| **E5 (Combined)** | [andrewbawitlung/qwen3-asr-0.6b-mizonal3-E5-lus-v2026.06](https://huggingface.co/andrewbawitlung/qwen3-asr-0.6b-mizonal3-E5-lus-v2026.06) |
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+More information needed

added_tokens.json

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+{
+  "</think>": 151668,
+  "</tool_call>": 151658,
+  "</tool_response>": 151666,
+  "<asr_text>": 151704,
+  "<blank10>": 151686,
+  "<blank11>": 151687,
+  "<blank12>": 151688,
+  "<blank13>": 151689,
+  "<blank14>": 151690,
+  "<blank15>": 151691,
+  "<blank16>": 151692,
+  "<blank17>": 151693,
+  "<blank18>": 151694,
+  "<blank19>": 151695,
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+  "<blank20>": 151696,
+  "<blank21>": 151697,
+  "<blank22>": 151698,
+  "<blank23>": 151699,
+  "<blank24>": 151700,
+  "<blank25>": 151701,
+  "<blank26>": 151702,
+  "<blank27>": 151703,
+  "<blank2>": 151678,
+  "<blank3>": 151679,
+  "<blank4>": 151680,
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+  "<blank6>": 151682,
+  "<blank7>": 151683,
+  "<blank8>": 151684,
+  "<blank9>": 151685,
+  "<non_speech>": 151675,
+  "<think>": 151667,
+  "<tool_call>": 151657,
+  "<tool_response>": 151665,
+  "<tts_pad>": 151671,
+  "<tts_text_bos>": 151672,
+  "<tts_text_bos_single>": 151674,
+  "<tts_text_eod>": 151673,
+  "<|audio_end|>": 151670,
+  "<|audio_pad|>": 151676,
+  "<|audio_start|>": 151669,
+  "<|box_end|>": 151649,
+  "<|box_start|>": 151648,
+  "<|endoftext|>": 151643,
+  "<|file_sep|>": 151664,
+  "<|fim_middle|>": 151660,
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+  "<|fim_suffix|>": 151661,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644,
+  "<|image_pad|>": 151655,
+  "<|object_ref_end|>": 151647,
+  "<|object_ref_start|>": 151646,
+  "<|quad_end|>": 151651,
+  "<|quad_start|>": 151650,
+  "<|repo_name|>": 151663,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

chat_template.jinja

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+{%- set ns = namespace(system_text="") -%}
+{%- for m in messages -%}
+  {%- if m.role == 'system' -%}
+    {%- if m.content is string -%}
+      {%- set ns.system_text = ns.system_text + m.content -%}
+    {%- else -%}
+      {%- for c in m.content -%}
+        {%- if c.type == 'text' and (c.text is defined) -%}
+          {%- set ns.system_text = ns.system_text + c.text -%}
+        {%- endif -%}
+      {%- endfor -%}
+    {%- endif -%}
+  {%- endif -%}
+{%- endfor -%}
+
+{%- set ns2 = namespace(audio_tokens="") -%}
+{%- for m in messages -%}
+  {%- if m.content is not string -%}
+    {%- for c in m.content -%}
+      {%- if c.type == 'audio' or ('audio' in c) or ('audio_url' in c) -%}
+        {%- set ns2.audio_tokens = ns2.audio_tokens + "<|audio_start|><|audio_pad|><|audio_end|>" -%}
+      {%- endif -%}
+    {%- endfor -%}
+  {%- endif -%}
+{%- endfor -%}
+
+{{- '<|im_start|>system\n' + (ns.system_text if ns.system_text is string else '') + '<|im_end|>\n' -}}
+{{- '<|im_start|>user\n' + ns2.audio_tokens + '<|im_end|>\n' -}}
+{%- if add_generation_prompt -%}
+{{- '<|im_start|>assistant\n' -}}
+{%- endif -%}

config.json

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+{
+  "architectures": [
+    "Qwen3ASRForConditionalGeneration"
+  ],
+  "dtype": "bfloat16",
+  "eos_token_id": 151645,
+  "model_type": "qwen3_asr",
+  "pad_token_id": 151643,
+  "support_languages": [
+    "Chinese",
+    "English",
+    "Cantonese",
+    "Arabic",
+    "German",
+    "French",
+    "Spanish",
+    "Portuguese",
+    "Indonesian",
+    "Italian",
+    "Korean",
+    "Russian",
+    "Thai",
+    "Vietnamese",
+    "Japanese",
+    "Turkish",
+    "Hindi",
+    "Malay",
+    "Dutch",
+    "Swedish",
+    "Danish",
+    "Finnish",
+    "Polish",
+    "Czech",
+    "Filipino",
+    "Persian",
+    "Greek",
+    "Romanian",
+    "Hungarian",
+    "Macedonian"
+  ],
+  "thinker_config": {
+    "architectures": [
+      "Qwen3ASRForConditionalGeneration"
+    ],
+    "audio_config": {
+      "_name_or_path": "",
+      "activation_dropout": 0,
+      "activation_function": "gelu",
+      "add_cross_attention": false,
+      "architectures": null,
+      "attention_dropout": 0,
+      "bad_words_ids": null,
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+      "chunk_size_feed_forward": 0,
+      "conv_chunksize": 500,
+      "cross_attention_hidden_size": null,
+      "d_model": 896,
+      "decoder_start_token_id": null,
+      "diversity_penalty": 0.0,
+      "do_sample": false,
+      "downsample_hidden_size": 480,
+      "dropout": 0,
+      "dtype": null,
+      "early_stopping": false,
+      "encoder_attention_heads": 14,
+      "encoder_ffn_dim": 3584,
+      "encoder_layers": 18,
+      "encoder_no_repeat_ngram_size": 0,
+      "eos_token_id": null,
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+      "forced_bos_token_id": null,
+      "forced_eos_token_id": null,
+      "id2label": {
+        "0": "LABEL_0",
+        "1": "LABEL_1"
+      },
+      "initializer_range": 0.02,
+      "is_decoder": false,
+      "is_encoder_decoder": false,
+      "label2id": {
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+        "LABEL_1": 1
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+      "length_penalty": 1.0,
+      "max_length": 20,
+      "max_source_positions": 1500,
+      "min_length": 0,
+      "model_type": "qwen3_asr_audio_encoder",
+      "n_window": 50,
+      "n_window_infer": 800,
+      "no_repeat_ngram_size": 0,
+      "num_beam_groups": 1,
+      "num_beams": 1,
+      "num_hidden_layers": 18,
+      "num_mel_bins": 128,
+      "num_return_sequences": 1,
+      "output_attentions": false,
+      "output_dim": 1024,
+      "output_hidden_states": false,
+      "output_scores": false,
+      "pad_token_id": null,
+      "prefix": null,
+      "problem_type": null,
+      "pruned_heads": {},
+      "remove_invalid_values": false,
+      "repetition_penalty": 1.0,
+      "return_dict": true,
+      "return_dict_in_generate": false,
+      "scale_embedding": false,
+      "sep_token_id": null,
+      "suppress_tokens": null,
+      "task_specific_params": null,
+      "temperature": 1.0,
+      "tf_legacy_loss": false,
+      "tie_encoder_decoder": false,
+      "tie_word_embeddings": true,
+      "tokenizer_class": null,
+      "top_k": 50,
+      "top_p": 1.0,
+      "torchscript": false,
+      "typical_p": 1.0,
+      "use_bfloat16": false
+    },
+    "audio_end_token_id": 151670,
+    "audio_start_token_id": 151669,
+    "audio_token_id": 151676,
+    "dtype": "bfloat16",
+    "initializer_range": 0.02,
+    "model_type": "qwen3_asr_thinker",
+    "text_config": {
+      "_name_or_path": "",
+      "add_cross_attention": false,
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+      "attention_bias": false,
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+      "head_dim": 128,
+      "hidden_act": "silu",
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+      "id2label": {
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+        "1": "LABEL_1"
+      },
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+      "length_penalty": 1.0,
+      "max_length": 20,
+      "max_position_embeddings": 65536,
+      "min_length": 0,
+      "model_type": "qwen3_asr_text",
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+      "num_attention_heads": 16,
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+      "num_key_value_heads": 8,
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+      "rms_norm_eps": 1e-06,
+      "rope_scaling": {
+        "interleaved": true,
+        "mrope_interleaved": true,
+        "mrope_section": [
+          24,
+          20,
+          20
+        ],
+        "rope_type": "default",
+        "type": "default"
+      },
+      "rope_theta": 1000000,
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+      "temperature": 1.0,
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+      "typical_p": 1.0,
+      "use_bfloat16": false,
+      "use_cache": true,
+      "vocab_size": 151936
+    },
+    "user_token_id": 872
+  },
+  "transformers_version": "4.57.6"
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "eos_token_id": [
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+  ],
+  "pad_token_id": 151643,
+  "transformers_version": "4.57.6"
+}

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metrics/result.json

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metrics/summary.json

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+}

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