Instructions to use TopSlayer/model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use TopSlayer/model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("automatic-speech-recognition", model="TopSlayer/model")# Load model directly from transformers import AutoProcessor, AutoModelForCTC processor = AutoProcessor.from_pretrained("TopSlayer/model") model = AutoModelForCTC.from_pretrained("TopSlayer/model") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 1000
Browse files- config.json +5 -6
- model.safetensors +2 -2
- runs/Jul16_13-18-30_cs-01k0973tf4p7qwnpk6bn26bm6r/events.out.tfevents.1752672067.cs-01k0973tf4p7qwnpk6bn26bm6r.104557.0 +2 -2
- runs/Jul20_17-36-41_cs-01k0m60f2j2qdyxbydb9cjw2b0/events.out.tfevents.1753033159.cs-01k0m60f2j2qdyxbydb9cjw2b0.43500.0 +3 -0
- runs/Jul20_18-13-06_cs-01k0mfv7847qfz9xr7yvvb6k0h/events.out.tfevents.1753035449.cs-01k0mfv7847qfz9xr7yvvb6k0h.7119.0 +3 -0
- runs/Jul20_18-36-31_cs-01k0mh641vxyz3b3yz4ymxh86p/events.out.tfevents.1753036864.cs-01k0mh641vxyz3b3yz4ymxh86p.8010.0 +3 -0
- training_args.bin +2 -2
config.json
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@@ -8,7 +8,7 @@
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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"attention_dropout": 0.
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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"feat_proj_dropout": 0.0,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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-
"gradient_checkpointing": false,
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"hidden_act": "gelu",
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-
"hidden_dropout": 0.
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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-
"layerdrop": 0.
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"num_hidden_layers": 24,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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"pad_token_id":
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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1,
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"torch_dtype": "float32",
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"transformers_version": "4.51.3",
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"use_weighted_layer_sum": false,
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-
"vocab_size":
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"xvector_output_dim": 512
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}
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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+
"attention_dropout": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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"feat_proj_dropout": 0.0,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"hidden_act": "gelu",
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+
"hidden_dropout": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"layer_norm_eps": 1e-05,
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+
"layerdrop": 0.1,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"num_hidden_layers": 24,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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+
"pad_token_id": 94,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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1,
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"torch_dtype": "float32",
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"transformers_version": "4.51.3",
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"use_weighted_layer_sum": false,
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"vocab_size": 97,
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"xvector_output_dim": 512
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 1262205180
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runs/Jul16_13-18-30_cs-01k0973tf4p7qwnpk6bn26bm6r/events.out.tfevents.1752672067.cs-01k0973tf4p7qwnpk6bn26bm6r.104557.0
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runs/Jul20_17-36-41_cs-01k0m60f2j2qdyxbydb9cjw2b0/events.out.tfevents.1753033159.cs-01k0m60f2j2qdyxbydb9cjw2b0.43500.0
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size 6328
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runs/Jul20_18-13-06_cs-01k0mfv7847qfz9xr7yvvb6k0h/events.out.tfevents.1753035449.cs-01k0mfv7847qfz9xr7yvvb6k0h.7119.0
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size 6328
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runs/Jul20_18-36-31_cs-01k0mh641vxyz3b3yz4ymxh86p/events.out.tfevents.1753036864.cs-01k0mh641vxyz3b3yz4ymxh86p.8010.0
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size 6904
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training_args.bin
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size 5304
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