commit 5ca2086cc6e88acfc0c44d5c9d1a9081e2a34002
Author: ModelHub XC <noreply@modelhub.org.cn>
Date:   Tue May 12 22:15:37 2026 +0800

    初始化项目，由ModelHub XC社区提供模型
    
    Model: MediaCatch/xls-r-300m-danish-mc-v2
    Source: Original Platform

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..c286889
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,36 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz 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
+language_model/unigrams.txt filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..3b32e17
--- /dev/null
+++ b/README.md
@@ -0,0 +1,168 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: MediaCatch/xls-r-300m-danish-mc
+tags:
+- automatic-speech-recognition
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: mc_danish
+  results: []
+---
+
+<!-- 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. -->
+
+# mc_danish
+
+This model is a fine-tuned version of [MediaCatch/xls-r-300m-danish-mc](https://huggingface.co/MediaCatch/xls-r-300m-danish-mc) on the Preprocessed Dataset dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1570
+- Wer: 0.0875
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0001
+- train_batch_size: 3
+- eval_batch_size: 6
+- seed: 69
+- distributed_type: multi-GPU
+- num_devices: 4
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 48
+- total_eval_batch_size: 24
+- optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 500
+- num_epochs: 10.0
+
+### Training results
+
+| Training Loss | Epoch  | Step  | Validation Loss | Wer    |
+|:-------------:|:------:|:-----:|:---------------:|:------:|
+| No log        | 0      | 0     | 3.1518          | 0.1154 |
+| 0.1233        | 0.0991 | 500   | 0.1684          | 0.1039 |
+| 0.1122        | 0.1982 | 1000  | 0.1536          | 0.1059 |
+| 0.109         | 0.2973 | 1500  | 0.1497          | 0.1032 |
+| 0.1027        | 0.3965 | 2000  | 0.1471          | 0.1036 |
+| 0.1082        | 0.4956 | 2500  | 0.1446          | 0.1053 |
+| 0.105         | 0.5947 | 3000  | 0.1440          | 0.1059 |
+| 0.0986        | 0.6938 | 3500  | 0.1436          | 0.1041 |
+| 0.1037        | 0.7929 | 4000  | 0.1404          | 0.1015 |
+| 0.0988        | 0.8920 | 4500  | 0.1391          | 0.1008 |
+| 0.0979        | 0.9911 | 5000  | 0.1373          | 0.0995 |
+| 0.0833        | 1.0902 | 5500  | 0.1385          | 0.0991 |
+| 0.0855        | 1.1893 | 6000  | 0.1407          | 0.0990 |
+| 0.0848        | 1.2884 | 6500  | 0.1390          | 0.0975 |
+| 0.0845        | 1.3875 | 7000  | 0.1365          | 0.0986 |
+| 0.0824        | 1.4866 | 7500  | 0.1373          | 0.0975 |
+| 0.0842        | 1.5858 | 8000  | 0.1353          | 0.0979 |
+| 0.0837        | 1.6849 | 8500  | 0.1334          | 0.0968 |
+| 0.0823        | 1.7840 | 9000  | 0.1348          | 0.0960 |
+| 0.0851        | 1.8831 | 9500  | 0.1331          | 0.0957 |
+| 0.0843        | 1.9822 | 10000 | 0.1299          | 0.0949 |
+| 0.0707        | 2.0813 | 10500 | 0.1337          | 0.0926 |
+| 0.0709        | 2.1804 | 11000 | 0.1332          | 0.0958 |
+| 0.0742        | 2.2795 | 11500 | 0.1316          | 0.0944 |
+| 0.0742        | 2.3786 | 12000 | 0.1356          | 0.0959 |
+| 0.0719        | 2.4777 | 12500 | 0.1323          | 0.0969 |
+| 0.0739        | 2.5768 | 13000 | 0.1286          | 0.0951 |
+| 0.0695        | 2.6760 | 13500 | 0.1315          | 0.0957 |
+| 0.0741        | 2.7751 | 14000 | 0.1310          | 0.0940 |
+| 0.0729        | 2.8742 | 14500 | 0.1303          | 0.0970 |
+| 0.0695        | 2.9733 | 15000 | 0.1316          | 0.0939 |
+| 0.0637        | 3.0724 | 15500 | 0.1353          | 0.0955 |
+| 0.0664        | 3.1715 | 16000 | 0.1333          | 0.0940 |
+| 0.0635        | 3.2706 | 16500 | 0.1370          | 0.0941 |
+| 0.0652        | 3.3697 | 17000 | 0.1334          | 0.0937 |
+| 0.0653        | 3.4688 | 17500 | 0.1320          | 0.0957 |
+| 0.0654        | 3.5679 | 18000 | 0.1365          | 0.0938 |
+| 0.0633        | 3.6670 | 18500 | 0.1363          | 0.0943 |
+| 0.0642        | 3.7661 | 19000 | 0.1316          | 0.0926 |
+| 0.0622        | 3.8653 | 19500 | 0.1282          | 0.0906 |
+| 0.0653        | 3.9644 | 20000 | 0.1334          | 0.0904 |
+| 0.0585        | 4.0634 | 20500 | 0.1363          | 0.0914 |
+| 0.057         | 4.1625 | 21000 | 0.1334          | 0.0935 |
+| 0.0591        | 4.2617 | 21500 | 0.1370          | 0.0914 |
+| 0.0538        | 4.3608 | 22000 | 0.1357          | 0.0929 |
+| 0.0586        | 4.4599 | 22500 | 0.1379          | 0.0916 |
+| 0.0556        | 4.5590 | 23000 | 0.1378          | 0.0925 |
+| 0.0574        | 4.6581 | 23500 | 0.1353          | 0.0898 |
+| 0.0545        | 4.7572 | 24000 | 0.1371          | 0.0912 |
+| 0.0572        | 4.8563 | 24500 | 0.1320          | 0.0895 |
+| 0.0546        | 4.9554 | 25000 | 0.1361          | 0.0908 |
+| 0.0485        | 5.0545 | 25500 | 0.1429          | 0.0926 |
+| 0.054         | 5.1536 | 26000 | 0.1401          | 0.0912 |
+| 0.0507        | 5.2527 | 26500 | 0.1406          | 0.0888 |
+| 0.0519        | 5.3519 | 27000 | 0.1416          | 0.0902 |
+| 0.0524        | 5.4510 | 27500 | 0.1403          | 0.0903 |
+| 0.05          | 5.5501 | 28000 | 0.1395          | 0.0890 |
+| 0.0503        | 5.6492 | 28500 | 0.1439          | 0.0892 |
+| 0.0528        | 5.7483 | 29000 | 0.1402          | 0.0905 |
+| 0.0503        | 5.8474 | 29500 | 0.1424          | 0.0902 |
+| 0.051         | 5.9465 | 30000 | 0.1412          | 0.0890 |
+| 0.0471        | 6.0456 | 30500 | 0.1447          | 0.0893 |
+| 0.0461        | 6.1447 | 31000 | 0.1511          | 0.0885 |
+| 0.0436        | 6.2438 | 31500 | 0.1505          | 0.0898 |
+| 0.0483        | 6.3429 | 32000 | 0.1458          | 0.0884 |
+| 0.0457        | 6.4420 | 32500 | 0.1449          | 0.0886 |
+| 0.0465        | 6.5412 | 33000 | 0.1430          | 0.0880 |
+| 0.0449        | 6.6403 | 33500 | 0.1487          | 0.0892 |
+| 0.0455        | 6.7394 | 34000 | 0.1491          | 0.0883 |
+| 0.0483        | 6.8385 | 34500 | 0.1476          | 0.0884 |
+| 0.0485        | 6.9376 | 35000 | 0.1449          | 0.0885 |
+| 0.0445        | 7.0367 | 35500 | 0.1504          | 0.0878 |
+| 0.0429        | 7.1358 | 36000 | 0.1544          | 0.0887 |
+| 0.0429        | 7.2349 | 36500 | 0.1507          | 0.0885 |
+| 0.0449        | 7.3340 | 37000 | 0.1499          | 0.0890 |
+| 0.0414        | 7.4331 | 37500 | 0.1522          | 0.0878 |
+| 0.0414        | 7.5322 | 38000 | 0.1519          | 0.0888 |
+| 0.0405        | 7.6313 | 38500 | 0.1540          | 0.0878 |
+| 0.0424        | 7.7305 | 39000 | 0.1535          | 0.0884 |
+| 0.0421        | 7.8296 | 39500 | 0.1533          | 0.0883 |
+| 0.0418        | 7.9287 | 40000 | 0.1540          | 0.0884 |
+| 0.0404        | 8.0278 | 40500 | 0.1537          | 0.0880 |
+| 0.0412        | 8.1269 | 41000 | 0.1570          | 0.0875 |
+| 0.0408        | 8.2260 | 41500 | 0.1569          | 0.0880 |
+| 0.0408        | 8.3251 | 42000 | 0.1567          | 0.0878 |
+| 0.039         | 8.4242 | 42500 | 0.1570          | 0.0881 |
+| 0.0392        | 8.5233 | 43000 | 0.1559          | 0.0881 |
+| 0.0424        | 8.6224 | 43500 | 0.1555          | 0.0887 |
+| 0.0394        | 8.7215 | 44000 | 0.1572          | 0.0883 |
+| 0.039         | 8.8207 | 44500 | 0.1581          | 0.0886 |
+| 0.0398        | 8.9198 | 45000 | 0.1561          | 0.0880 |
+| 0.0401        | 9.0188 | 45500 | 0.1565          | 0.0884 |
+| 0.0393        | 9.1179 | 46000 | 0.1578          | 0.0881 |
+| 0.04          | 9.2171 | 46500 | 0.1581          | 0.0878 |
+| 0.0407        | 9.3162 | 47000 | 0.1579          | 0.0880 |
+| 0.039         | 9.4153 | 47500 | 0.1582          | 0.0882 |
+| 0.0388        | 9.5144 | 48000 | 0.1580          | 0.0883 |
+| 0.0411        | 9.6135 | 48500 | 0.1580          | 0.0881 |
+| 0.0403        | 9.7126 | 49000 | 0.1578          | 0.0880 |
+| 0.0398        | 9.8117 | 49500 | 0.1578          | 0.0880 |
+| 0.0377        | 9.9108 | 50000 | 0.1577          | 0.0880 |
+
+
+### Framework versions
+
+- Transformers 4.56.2
+- Pytorch 2.8.0+cu128
+- Datasets 4.1.1
+- Tokenizers 0.22.1
diff --git a/alphabet.json b/alphabet.json
new file mode 100644
index 0000000..6a18e4a
--- /dev/null
+++ b/alphabet.json
@@ -0,0 +1 @@
+{"labels": ["", "<s>", "</s>", "\u2047", " ", "a", "b", "c", "d", "e", "f", "g", "h", "i", "j", "k", "l", "m", "n", "o", "p", "q", "r", "s", "t", "u", "v", "w", "x", "y", "z", "\u00e6", "\u00f8", "\u00e5", "\u00e9", "\u00f6", "\u00fc"], "is_bpe": false}
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..fccb07d
--- /dev/null
+++ b/config.json
@@ -0,0 +1,108 @@
+{
+  "activation_dropout": 0.0,
+  "adapter_attn_dim": null,
+  "adapter_kernel_size": 3,
+  "adapter_stride": 2,
+  "add_adapter": false,
+  "apply_spec_augment": true,
+  "architectures": [
+    "Wav2Vec2ForCTC"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "codevector_dim": 768,
+  "contrastive_logits_temperature": 0.1,
+  "conv_bias": true,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "mean",
+  "ctc_zero_infinity": true,
+  "diversity_loss_weight": 0.1,
+  "do_stable_layer_norm": true,
+  "dtype": "float32",
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "layer",
+  "feat_proj_dropout": 0.0,
+  "feat_quantizer_dropout": 0.0,
+  "final_dropout": 0.0,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 1024,
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.0,
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.05,
+  "model_type": "wav2vec2",
+  "num_adapter_layers": 3,
+  "num_attention_heads": 16,
+  "num_codevector_groups": 2,
+  "num_codevectors_per_group": 320,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 24,
+  "num_negatives": 100,
+  "output_hidden_size": 1024,
+  "pad_token_id": 0,
+  "proj_codevector_dim": 768,
+  "tdnn_dilation": [
+    1,
+    2,
+    3,
+    1,
+    1
+  ],
+  "tdnn_dim": [
+    512,
+    512,
+    512,
+    512,
+    1500
+  ],
+  "tdnn_kernel": [
+    5,
+    3,
+    3,
+    1,
+    1
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.54.1",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 37,
+  "xvector_output_dim": 512
+}
diff --git a/language_model/attrs.json b/language_model/attrs.json
new file mode 100644
index 0000000..3c07595
--- /dev/null
+++ b/language_model/attrs.json
@@ -0,0 +1 @@
+{"alpha": 0.5, "beta": 1.5, "unk_score_offset": -10.0, "score_boundary": true}
\ No newline at end of file
diff --git a/language_model/mc_danish_5gram_v2.bin b/language_model/mc_danish_5gram_v2.bin
new file mode 100644
index 0000000..a29f3b8
--- /dev/null
+++ b/language_model/mc_danish_5gram_v2.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c72f95e6f7c24551a372576041b6ac357d6a6dd3ed8aa8079d5a9d6fe990450
+size 1588272288
diff --git a/language_model/unigrams.txt b/language_model/unigrams.txt
new file mode 100644
index 0000000..ac8ae40
--- /dev/null
+++ b/language_model/unigrams.txt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3f0e592f6c40c2ca3e6f756af5d04b387d2a126ac249bab5cc1f7f11bcf6e2c
+size 32303958
diff --git a/model.safetensors b/model.safetensors
new file mode 100644
index 0000000..422af46
--- /dev/null
+++ b/model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b42ec4bbcdc5677d420658b324bf96958003e26f89bc951a09b0cabc9230257
+size 1261959180
diff --git a/preprocessor_config.json b/preprocessor_config.json
new file mode 100644
index 0000000..9f99bca
--- /dev/null
+++ b/preprocessor_config.json
@@ -0,0 +1,10 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "Wav2Vec2ProcessorWithLM",
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}
diff --git a/special_tokens_map.json b/special_tokens_map.json
new file mode 100644
index 0000000..5a9fa24
--- /dev/null
+++ b/special_tokens_map.json
@@ -0,0 +1,30 @@
+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": true,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": true,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": true,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": true,
+    "normalized": false,
+    "rstrip": true,
+    "single_word": false
+  }
+}
diff --git a/tokenizer_config.json b/tokenizer_config.json
new file mode 100644
index 0000000..7e9fdb1
--- /dev/null
+++ b/tokenizer_config.json
@@ -0,0 +1,49 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "3": {
+      "content": "[UNK]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "do_lower_case": false,
+  "eos_token": "</s>",
+  "extra_special_tokens": {},
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "processor_class": "Wav2Vec2ProcessorWithLM",
+  "replace_word_delimiter_char": " ",
+  "target_lang": null,
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
+  "unk_token": "[UNK]",
+  "word_delimiter_token": "|"
+}
diff --git a/vocab.json b/vocab.json
new file mode 100644
index 0000000..59e2d71
--- /dev/null
+++ b/vocab.json
@@ -0,0 +1,39 @@
+{
+  "</s>": 2,
+  "<s>": 1,
+  "[PAD]": 0,
+  "[UNK]": 3,
+  "a": 5,
+  "b": 6,
+  "c": 7,
+  "d": 8,
+  "e": 9,
+  "f": 10,
+  "g": 11,
+  "h": 12,
+  "i": 13,
+  "j": 14,
+  "k": 15,
+  "l": 16,
+  "m": 17,
+  "n": 18,
+  "o": 19,
+  "p": 20,
+  "q": 21,
+  "r": 22,
+  "s": 23,
+  "t": 24,
+  "u": 25,
+  "v": 26,
+  "w": 27,
+  "x": 28,
+  "y": 29,
+  "z": 30,
+  "|": 4,
+  "å": 33,
+  "æ": 31,
+  "é": 34,
+  "ö": 35,
+  "ø": 32,
+  "ü": 36
+}