Training in progress, step 5000
Browse files- config.json +349 -0
- generation_config.json +17 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
config.json
ADDED
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@@ -0,0 +1,349 @@
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| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"ASRModel"
|
| 4 |
+
],
|
| 5 |
+
"attn_implementation": "flash_attention_2",
|
| 6 |
+
"audio_config": {
|
| 7 |
+
"_name_or_path": "zai-org/GLM-ASR-Nano-2512",
|
| 8 |
+
"architectures": [
|
| 9 |
+
"GlmAsrForConditionalGeneration"
|
| 10 |
+
],
|
| 11 |
+
"audio_config": {
|
| 12 |
+
"_name_or_path": "",
|
| 13 |
+
"architectures": null,
|
| 14 |
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"attention_dropout": 0.0,
|
| 15 |
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"chunk_size_feed_forward": 0,
|
| 16 |
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"dtype": null,
|
| 17 |
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"head_dim": 64,
|
| 18 |
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"hidden_act": "gelu",
|
| 19 |
+
"hidden_size": 1280,
|
| 20 |
+
"id2label": {
|
| 21 |
+
"0": "LABEL_0",
|
| 22 |
+
"1": "LABEL_1"
|
| 23 |
+
},
|
| 24 |
+
"initializer_range": 0.02,
|
| 25 |
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"intermediate_size": 5120,
|
| 26 |
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"is_encoder_decoder": false,
|
| 27 |
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"label2id": {
|
| 28 |
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"LABEL_0": 0,
|
| 29 |
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"LABEL_1": 1
|
| 30 |
+
},
|
| 31 |
+
"max_position_embeddings": 1500,
|
| 32 |
+
"model_type": "glmasr_encoder",
|
| 33 |
+
"num_attention_heads": 20,
|
| 34 |
+
"num_hidden_layers": 32,
|
| 35 |
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"num_key_value_heads": 20,
|
| 36 |
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"num_mel_bins": 128,
|
| 37 |
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"output_attentions": false,
|
| 38 |
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"output_hidden_states": false,
|
| 39 |
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"partial_rotary_factor": 0.5,
|
| 40 |
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"problem_type": null,
|
| 41 |
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"return_dict": true,
|
| 42 |
+
"rope_parameters": {
|
| 43 |
+
"partial_rotary_factor": 0.5,
|
| 44 |
+
"rope_theta": 10000.0,
|
| 45 |
+
"rope_type": "default"
|
| 46 |
+
}
|
| 47 |
+
},
|
| 48 |
+
"audio_token_id": 59260,
|
| 49 |
+
"dtype": "bfloat16",
|
| 50 |
+
"hidden_size": 2048,
|
| 51 |
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"model_type": "glmasr",
|
| 52 |
+
"num_mel_bins": 128,
|
| 53 |
+
"projector_hidden_act": "gelu",
|
| 54 |
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"text_config": {
|
| 55 |
+
"_name_or_path": "",
|
| 56 |
+
"architectures": null,
|
| 57 |
+
"attention_bias": false,
|
| 58 |
+
"attention_dropout": 0.0,
|
| 59 |
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"bos_token_id": 1,
|
| 60 |
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"chunk_size_feed_forward": 0,
|
| 61 |
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"dtype": null,
|
| 62 |
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"eos_token_id": [
|
| 63 |
+
59246,
|
| 64 |
+
59253,
|
| 65 |
+
59255
|
| 66 |
+
],
|
| 67 |
+
"head_dim": 128,
|
| 68 |
+
"hidden_act": "silu",
|
| 69 |
+
"hidden_size": 2048,
|
| 70 |
+
"id2label": {
|
| 71 |
+
"0": "LABEL_0",
|
| 72 |
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"1": "LABEL_1"
|
| 73 |
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},
|
| 74 |
+
"initializer_range": 0.02,
|
| 75 |
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"intermediate_size": 6144,
|
| 76 |
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"is_encoder_decoder": false,
|
| 77 |
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"label2id": {
|
| 78 |
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"LABEL_0": 0,
|
| 79 |
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"LABEL_1": 1
|
| 80 |
+
},
|
| 81 |
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"max_position_embeddings": 8192,
|
| 82 |
+
"mlp_bias": false,
|
| 83 |
+
"model_type": "llama",
|
| 84 |
+
"num_attention_heads": 16,
|
| 85 |
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"num_hidden_layers": 28,
|
| 86 |
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"num_key_value_heads": 4,
|
| 87 |
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"output_attentions": false,
|
| 88 |
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"output_hidden_states": false,
|
| 89 |
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"pad_token_id": null,
|
| 90 |
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"pretraining_tp": 1,
|
| 91 |
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"problem_type": null,
|
| 92 |
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"return_dict": true,
|
| 93 |
+
"rms_norm_eps": 1e-05,
|
| 94 |
+
"rope_parameters": {
|
| 95 |
+
"rope_theta": 10000.0,
|
| 96 |
+
"rope_type": "default"
|
| 97 |
+
},
|
| 98 |
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"tie_word_embeddings": false,
|
| 99 |
+
"use_cache": true,
|
| 100 |
+
"vocab_size": 59264
|
| 101 |
+
},
|
| 102 |
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"vocab_size": 59264
|
| 103 |
+
},
|
| 104 |
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"audio_model_id": "zai-org/GLM-ASR-Nano-2512",
|
| 105 |
+
"audio_sample_rate": 16000,
|
| 106 |
+
"auto_map": {
|
| 107 |
+
"AutoConfig": "asr_config.ASRConfig",
|
| 108 |
+
"AutoModel": "asr_modeling.ASRModel",
|
| 109 |
+
"AutoModelForSpeechSeq2Seq": "asr_modeling.ASRModel",
|
| 110 |
+
"AutoProcessor": "asr_processing.ASRProcessor"
|
| 111 |
+
},
|
| 112 |
+
"custom_pipelines": {
|
| 113 |
+
"automatic-speech-recognition": {
|
| 114 |
+
"impl": "asr_pipeline.ASRPipeline",
|
| 115 |
+
"pt": [
|
| 116 |
+
"AutoModelForSpeechSeq2Seq"
|
| 117 |
+
],
|
| 118 |
+
"tf": [],
|
| 119 |
+
"type": "audio"
|
| 120 |
+
}
|
| 121 |
+
},
|
| 122 |
+
"downsample_rate": 5,
|
| 123 |
+
"dtype": "bfloat16",
|
| 124 |
+
"encoder": {
|
| 125 |
+
"_name_or_path": "zai-org/GLM-ASR-Nano-2512",
|
| 126 |
+
"architectures": [
|
| 127 |
+
"GlmAsrForConditionalGeneration"
|
| 128 |
+
],
|
| 129 |
+
"audio_config": {
|
| 130 |
+
"_name_or_path": "",
|
| 131 |
+
"architectures": null,
|
| 132 |
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"attention_dropout": 0.0,
|
| 133 |
+
"chunk_size_feed_forward": 0,
|
| 134 |
+
"dtype": null,
|
| 135 |
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"head_dim": 64,
|
| 136 |
+
"hidden_act": "gelu",
|
| 137 |
+
"hidden_size": 1280,
|
| 138 |
+
"id2label": {
|
| 139 |
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"0": "LABEL_0",
|
| 140 |
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"1": "LABEL_1"
|
| 141 |
+
},
|
| 142 |
+
"initializer_range": 0.02,
|
| 143 |
+
"intermediate_size": 5120,
|
| 144 |
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"is_encoder_decoder": false,
|
| 145 |
+
"label2id": {
|
| 146 |
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"LABEL_0": 0,
|
| 147 |
+
"LABEL_1": 1
|
| 148 |
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},
|
| 149 |
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"max_position_embeddings": 1500,
|
| 150 |
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"model_type": "glmasr_encoder",
|
| 151 |
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"num_attention_heads": 20,
|
| 152 |
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"num_hidden_layers": 32,
|
| 153 |
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"num_key_value_heads": 20,
|
| 154 |
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"num_mel_bins": 128,
|
| 155 |
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"output_attentions": false,
|
| 156 |
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"output_hidden_states": false,
|
| 157 |
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"partial_rotary_factor": 0.5,
|
| 158 |
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"problem_type": null,
|
| 159 |
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"return_dict": true,
|
| 160 |
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"rope_parameters": {
|
| 161 |
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"partial_rotary_factor": 0.5,
|
| 162 |
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"rope_theta": 10000.0,
|
| 163 |
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"rope_type": "default"
|
| 164 |
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}
|
| 165 |
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},
|
| 166 |
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"audio_token_id": 59260,
|
| 167 |
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"dtype": "bfloat16",
|
| 168 |
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"hidden_size": 2048,
|
| 169 |
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"model_type": "glmasr",
|
| 170 |
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"num_mel_bins": 128,
|
| 171 |
+
"projector_hidden_act": "gelu",
|
| 172 |
+
"text_config": {
|
| 173 |
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"_name_or_path": "",
|
| 174 |
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"architectures": null,
|
| 175 |
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"attention_bias": false,
|
| 176 |
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"attention_dropout": 0.0,
|
| 177 |
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"bos_token_id": 1,
|
| 178 |
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"chunk_size_feed_forward": 0,
|
| 179 |
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"dtype": null,
|
| 180 |
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"eos_token_id": [
|
| 181 |
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| 182 |
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|
| 183 |
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|
| 184 |
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| 185 |
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"head_dim": 128,
|
| 186 |
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"hidden_act": "silu",
|
| 187 |
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"hidden_size": 2048,
|
| 188 |
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"id2label": {
|
| 189 |
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"0": "LABEL_0",
|
| 190 |
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"1": "LABEL_1"
|
| 191 |
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},
|
| 192 |
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"initializer_range": 0.02,
|
| 193 |
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"intermediate_size": 6144,
|
| 194 |
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"is_encoder_decoder": false,
|
| 195 |
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"label2id": {
|
| 196 |
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"LABEL_0": 0,
|
| 197 |
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"LABEL_1": 1
|
| 198 |
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},
|
| 199 |
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"max_position_embeddings": 8192,
|
| 200 |
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"mlp_bias": false,
|
| 201 |
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"model_type": "llama",
|
| 202 |
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"num_attention_heads": 16,
|
| 203 |
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"num_hidden_layers": 28,
|
| 204 |
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"num_key_value_heads": 4,
|
| 205 |
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"output_attentions": false,
|
| 206 |
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"output_hidden_states": false,
|
| 207 |
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"pad_token_id": null,
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| 208 |
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"pretraining_tp": 1,
|
| 209 |
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"problem_type": null,
|
| 210 |
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"return_dict": true,
|
| 211 |
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"rms_norm_eps": 1e-05,
|
| 212 |
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"rope_parameters": {
|
| 213 |
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"rope_theta": 10000.0,
|
| 214 |
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"rope_type": "default"
|
| 215 |
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},
|
| 216 |
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"tie_word_embeddings": false,
|
| 217 |
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"use_cache": true,
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| 218 |
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"vocab_size": 59264
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| 219 |
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| 220 |
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"vocab_size": 59264
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| 221 |
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| 222 |
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"encoder_conv_layers": [
|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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"encoder_dim": 1280,
|
| 235 |
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"freeze_projector": false,
|
| 236 |
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"freq_mask_length": 27,
|
| 237 |
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"inference_warmup_tokens": 10,
|
| 238 |
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"label_smoothing": 0.0,
|
| 239 |
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"length_penalty": 1.0,
|
| 240 |
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"llm_dim": 2048,
|
| 241 |
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"lora_alpha": 32,
|
| 242 |
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"lora_dropout": 0.0,
|
| 243 |
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"lora_rank": 8,
|
| 244 |
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"lora_target_modules": [
|
| 245 |
+
"q_proj",
|
| 246 |
+
"k_proj",
|
| 247 |
+
"v_proj",
|
| 248 |
+
"o_proj",
|
| 249 |
+
"gate_proj",
|
| 250 |
+
"up_proj",
|
| 251 |
+
"down_proj"
|
| 252 |
+
],
|
| 253 |
+
"max_new_tokens": 128,
|
| 254 |
+
"min_new_tokens": 0,
|
| 255 |
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"model_dtype": "bfloat16",
|
| 256 |
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"model_type": "asr_model",
|
| 257 |
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"no_repeat_ngram_size": 0,
|
| 258 |
+
"num_beams": 1,
|
| 259 |
+
"num_experts": 4,
|
| 260 |
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"num_experts_per_tok": 2,
|
| 261 |
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"num_freq_masks": 1,
|
| 262 |
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"num_time_masks": 1,
|
| 263 |
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"pipeline_tag": "automatic-speech-recognition",
|
| 264 |
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"pretrained_model_path": "mazesmazes/tiny-audio-multitask",
|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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"projector_num_layers": 2,
|
| 269 |
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|
| 270 |
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"projector_type": "mlp",
|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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"router_aux_loss_coef": 0.01,
|
| 278 |
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"system_prompt": "",
|
| 279 |
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"text_config": {
|
| 280 |
+
"_name_or_path": "Qwen/Qwen3-1.7B",
|
| 281 |
+
"architectures": [
|
| 282 |
+
"Qwen3ForCausalLM"
|
| 283 |
+
],
|
| 284 |
+
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|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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"hidden_act": "silu",
|
| 291 |
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"hidden_size": 2048,
|
| 292 |
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|
| 293 |
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"intermediate_size": 6144,
|
| 294 |
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"layer_types": [
|
| 295 |
+
"full_attention",
|
| 296 |
+
"full_attention",
|
| 297 |
+
"full_attention",
|
| 298 |
+
"full_attention",
|
| 299 |
+
"full_attention",
|
| 300 |
+
"full_attention",
|
| 301 |
+
"full_attention",
|
| 302 |
+
"full_attention",
|
| 303 |
+
"full_attention",
|
| 304 |
+
"full_attention",
|
| 305 |
+
"full_attention",
|
| 306 |
+
"full_attention",
|
| 307 |
+
"full_attention",
|
| 308 |
+
"full_attention",
|
| 309 |
+
"full_attention",
|
| 310 |
+
"full_attention",
|
| 311 |
+
"full_attention",
|
| 312 |
+
"full_attention",
|
| 313 |
+
"full_attention",
|
| 314 |
+
"full_attention",
|
| 315 |
+
"full_attention",
|
| 316 |
+
"full_attention",
|
| 317 |
+
"full_attention",
|
| 318 |
+
"full_attention",
|
| 319 |
+
"full_attention",
|
| 320 |
+
"full_attention",
|
| 321 |
+
"full_attention",
|
| 322 |
+
"full_attention"
|
| 323 |
+
],
|
| 324 |
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"max_position_embeddings": 40960,
|
| 325 |
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"max_window_layers": 28,
|
| 326 |
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"model_type": "qwen3",
|
| 327 |
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|
| 328 |
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|
| 329 |
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|
| 330 |
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"pad_token_id": 151643,
|
| 331 |
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"rms_norm_eps": 1e-06,
|
| 332 |
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"rope_parameters": {
|
| 333 |
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"rope_theta": 1000000,
|
| 334 |
+
"rope_type": "default"
|
| 335 |
+
},
|
| 336 |
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"sliding_window": null,
|
| 337 |
+
"tie_word_embeddings": true,
|
| 338 |
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"use_cache": true,
|
| 339 |
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"use_sliding_window": false,
|
| 340 |
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"vocab_size": 151670
|
| 341 |
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},
|
| 342 |
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"text_model_id": "Qwen/Qwen3-1.7B",
|
| 343 |
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"time_mask_length": 100,
|
| 344 |
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"transformers_version": "5.0.0.dev0",
|
| 345 |
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"use_cache": false,
|
| 346 |
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"use_lora": false,
|
| 347 |
+
"use_specaugment": true,
|
| 348 |
+
"vocab_size": 151670
|
| 349 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 151643,
|
| 3 |
+
"do_sample": false,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
151645,
|
| 6 |
+
151643
|
| 7 |
+
],
|
| 8 |
+
"length_penalty": 1.0,
|
| 9 |
+
"max_new_tokens": 128,
|
| 10 |
+
"min_new_tokens": 0,
|
| 11 |
+
"no_repeat_ngram_size": 0,
|
| 12 |
+
"num_beams": 1,
|
| 13 |
+
"pad_token_id": 151643,
|
| 14 |
+
"repetition_penalty": 1.0,
|
| 15 |
+
"transformers_version": "5.0.0.dev0",
|
| 16 |
+
"use_cache": true
|
| 17 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f600f7687be1302c86a8bdcb62a32a2d210f560e8147e977729825b383d2d15a
|
| 3 |
+
size 58732960
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:060e9c0aa3404e278bdec0b14f0a68b938b1ec109a6bbd119f1c4dfcbb908299
|
| 3 |
+
size 5265
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