Instructions to use joseph10/tiny-bert-sst2-distilled with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use joseph10/tiny-bert-sst2-distilled with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="joseph10/tiny-bert-sst2-distilled")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("joseph10/tiny-bert-sst2-distilled") model = AutoModelForSequenceClassification.from_pretrained("joseph10/tiny-bert-sst2-distilled") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 9
Browse files- logs/events.out.tfevents.1701752681.joseph_legion.10272.1 +2 -2
- model.safetensors +1 -1
- run-0/checkpoint-4743/config.json +34 -0
- run-0/checkpoint-4743/model.safetensors +3 -0
- run-0/checkpoint-4743/optimizer.pt +3 -0
- run-0/checkpoint-4743/rng_state.pth +3 -0
- run-0/checkpoint-4743/scheduler.pt +3 -0
- run-0/checkpoint-4743/special_tokens_map.json +7 -0
- run-0/checkpoint-4743/tokenizer.json +0 -0
- run-0/checkpoint-4743/tokenizer_config.json +57 -0
- run-0/checkpoint-4743/trainer_state.json +159 -0
- run-0/checkpoint-4743/training_args.bin +3 -0
- run-0/checkpoint-4743/vocab.txt +0 -0
logs/events.out.tfevents.1701752681.joseph_legion.10272.1
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size 8615
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model.safetensors
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run-0/checkpoint-4743/config.json
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{
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"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
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"architectures": [
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"BertForSequenceClassification"
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"hidden_size": 128,
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"id2label": {
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"layer_norm_eps": 1e-12,
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"model_type": "bert",
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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run-0/checkpoint-4743/model.safetensors
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version https://git-lfs.github.com/spec/v1
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run-0/checkpoint-4743/optimizer.pt
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run-0/checkpoint-4743/rng_state.pth
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run-0/checkpoint-4743/special_tokens_map.json
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run-0/checkpoint-4743/tokenizer.json
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The diff for this file is too large to render.
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run-0/checkpoint-4743/tokenizer_config.json
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"clean_up_tokenization_spaces": true,
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run-0/checkpoint-4743/trainer_state.json
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| 116 |
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{
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| 131 |
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| 146 |
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| 147 |
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| 148 |
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run-0/checkpoint-4743/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:fa8a46880b57d8b0b9e418b052abbb3948b438121f71f7c4ea0a153d96e30889
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| 3 |
+
size 4664
|
run-0/checkpoint-4743/vocab.txt
ADDED
|
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|
|