Upload folder using huggingface_hub
Browse files- README.md +104 -0
- checkpoint-1000/config.json +45 -0
- checkpoint-1000/model.safetensors +3 -0
- checkpoint-1000/optimizer.pt +3 -0
- checkpoint-1000/rng_state.pth +3 -0
- checkpoint-1000/scaler.pt +3 -0
- checkpoint-1000/scheduler.pt +3 -0
- checkpoint-1000/trainer_state.json +359 -0
- checkpoint-1000/training_args.bin +3 -0
- checkpoint-250/config.json +45 -0
- checkpoint-250/model.safetensors +3 -0
- checkpoint-250/optimizer.pt +3 -0
- checkpoint-250/rng_state.pth +3 -0
- checkpoint-250/scaler.pt +3 -0
- checkpoint-250/scheduler.pt +3 -0
- checkpoint-250/trainer_state.json +122 -0
- checkpoint-250/training_args.bin +3 -0
- checkpoint-500/config.json +45 -0
- checkpoint-500/model.safetensors +3 -0
- checkpoint-500/optimizer.pt +3 -0
- checkpoint-500/rng_state.pth +3 -0
- checkpoint-500/scaler.pt +3 -0
- checkpoint-500/scheduler.pt +3 -0
- checkpoint-500/trainer_state.json +201 -0
- checkpoint-500/training_args.bin +3 -0
- checkpoint-750/config.json +45 -0
- checkpoint-750/model.safetensors +3 -0
- checkpoint-750/optimizer.pt +3 -0
- checkpoint-750/rng_state.pth +3 -0
- checkpoint-750/scaler.pt +3 -0
- checkpoint-750/scheduler.pt +3 -0
- checkpoint-750/trainer_state.json +280 -0
- checkpoint-750/training_args.bin +3 -0
- config.json +45 -0
- model.safetensors +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +16 -0
- training_args.bin +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
language:
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- en
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license: apache-2.0
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tags:
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- text-classification
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| 7 |
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- emotion-classification
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| 8 |
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- roberta
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| 9 |
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- the-founder
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| 10 |
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datasets:
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| 11 |
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- dair-ai/emotion
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| 12 |
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metrics:
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| 13 |
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- accuracy
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| 14 |
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base_model: FacebookAI/roberta-base
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| 15 |
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pipeline_tag: text-classification
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| 16 |
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model-index:
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| 17 |
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- name: founder-roberta-emotion-v1
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| 18 |
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results:
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| 19 |
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- task:
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| 20 |
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type: text-classification
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| 21 |
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name: Text Classification
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| 22 |
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dataset:
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| 23 |
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name: dair-ai/emotion
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| 24 |
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type: dair-ai/emotion
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| 25 |
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split: validation
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| 26 |
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metrics:
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| 27 |
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- type: accuracy
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| 28 |
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value: 0.9395
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| 29 |
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name: Accuracy
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| 30 |
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- type: loss
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| 31 |
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value: 0.2677
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| 32 |
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name: Eval Loss
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| 33 |
+
---
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| 34 |
+
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| 35 |
+
# founder-roberta-emotion-v1
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| 36 |
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Fine-tuned by **The Founder** — an autonomous ML orchestration superagent.
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| 38 |
+
|
| 39 |
+
## Model Description
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| 40 |
+
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| 41 |
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Fine-tuned `roberta-base` on `dair-ai/emotion` for 6-class emotion classification (sadness, joy, love, anger, fear, surprise).
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| 42 |
+
|
| 43 |
+
## Model Details
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| 44 |
+
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| 45 |
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| Property | Value |
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| 46 |
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|---|---|
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| 47 |
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| Base model | roberta-base |
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| 48 |
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| Dataset | dair-ai/emotion |
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| 49 |
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| Epochs | 4 |
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| 50 |
+
| Batch size | 32 |
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| 51 |
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| Learning rate | 2e-05 |
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| 52 |
+
| GPU | Tesla T4 (Kaggle) |
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| 53 |
+
| Train loss | 0.7915 |
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| 54 |
+
| Eval loss | 0.2677 |
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| 55 |
+
| Eval accuracy | 0.9395 |
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| 56 |
+
| Duration | 12.3 min |
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| 57 |
+
|
| 58 |
+
## How to Get Started
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| 59 |
+
|
| 60 |
+
```python
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| 61 |
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from transformers import pipeline
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| 62 |
+
clf = pipeline("text-classification", model="zanesmit29/founder-roberta-emotion-v1")
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| 63 |
+
clf("I am so happy today!")
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| 64 |
+
```
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| 65 |
+
|
| 66 |
+
## Uses
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| 67 |
+
|
| 68 |
+
Emotion detection across sadness, joy, love, anger, fear, surprise.
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| 69 |
+
|
| 70 |
+
## Training Details
|
| 71 |
+
|
| 72 |
+
### Data
|
| 73 |
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Trained on `dair-ai/emotion` — 4 epochs.
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| 74 |
+
|
| 75 |
+
### Hyperparameters
|
| 76 |
+
|
| 77 |
+
| Param | Value |
|
| 78 |
+
|---|---|
|
| 79 |
+
| LR | 2e-05 |
|
| 80 |
+
| Batch | 32 |
|
| 81 |
+
| Epochs | 4 |
|
| 82 |
+
| fp16 | true |
|
| 83 |
+
|
| 84 |
+
## Results
|
| 85 |
+
|
| 86 |
+
| Metric | Value |
|
| 87 |
+
|---|---|
|
| 88 |
+
| Train loss | 0.7915 |
|
| 89 |
+
| Eval loss | 0.2677 |
|
| 90 |
+
| Eval accuracy | 0.9395 |
|
| 91 |
+
| Verdict | CONFIRMED |
|
| 92 |
+
|
| 93 |
+
## Experiment Tracking
|
| 94 |
+
|
| 95 |
+
[W&B Run](https://wandb.ai/zane-ml/the-founder/runs/32nqzsks)
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| 96 |
+
|
| 97 |
+
## Infrastructure
|
| 98 |
+
|
| 99 |
+
| Component | Tool |
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| 100 |
+
|---|---|
|
| 101 |
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| Compute | Tesla T4 (Kaggle) |
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| 102 |
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| Tracking | Weights & Biases |
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| 103 |
+
| Artifacts | HuggingFace Hub |
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| 104 |
+
| Orchestration | The Founder |
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checkpoint-1000/config.json
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{
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"add_cross_attention": false,
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| 3 |
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"architectures": [
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| 4 |
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"RobertaForSequenceClassification"
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| 5 |
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],
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| 6 |
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"attention_probs_dropout_prob": 0.1,
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| 7 |
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"bos_token_id": 0,
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| 8 |
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"classifier_dropout": null,
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| 9 |
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"dtype": "float32",
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| 10 |
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"eos_token_id": 2,
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| 11 |
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"hidden_act": "gelu",
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| 12 |
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"hidden_dropout_prob": 0.1,
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| 13 |
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"hidden_size": 768,
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| 14 |
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"id2label": {
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| 15 |
+
"0": "sadness",
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| 16 |
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"1": "joy",
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| 17 |
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"2": "love",
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| 18 |
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"3": "anger",
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| 19 |
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"4": "fear",
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| 20 |
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"5": "surprise"
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| 21 |
+
},
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| 22 |
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"initializer_range": 0.02,
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| 23 |
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"intermediate_size": 3072,
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| 24 |
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"is_decoder": false,
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| 25 |
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"label2id": {
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| 26 |
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"anger": 3,
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| 27 |
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"fear": 4,
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| 28 |
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"joy": 1,
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| 29 |
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"love": 2,
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| 30 |
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"sadness": 0,
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| 31 |
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"surprise": 5
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| 32 |
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},
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| 33 |
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"layer_norm_eps": 1e-05,
|
| 34 |
+
"max_position_embeddings": 514,
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| 35 |
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"model_type": "roberta",
|
| 36 |
+
"num_attention_heads": 12,
|
| 37 |
+
"num_hidden_layers": 12,
|
| 38 |
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"pad_token_id": 1,
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| 39 |
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"problem_type": "single_label_classification",
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| 40 |
+
"tie_word_embeddings": true,
|
| 41 |
+
"transformers_version": "5.0.0",
|
| 42 |
+
"type_vocab_size": 1,
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| 43 |
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"use_cache": false,
|
| 44 |
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"vocab_size": 50265
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| 45 |
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}
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checkpoint-1000/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:88d97d727d8f86ac1a57e249bbe375f2c64a918e405bf280ea9585ac85b96b39
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size 498625104
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checkpoint-1000/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae4d5abea116817e80e7a052f6967a9945f76e9cb59fa6312a019c32fa1b1dad
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size 997373323
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checkpoint-1000/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:eed2fbd09ddcd3434c2368a9fde9b26015b50b16e54ac48dc68cd51b3311ceaf
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size 14645
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checkpoint-1000/scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:14ae2a2128444abab378aa06c09a61a84665f758fcc19fc46f5789b0bc1b5665
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size 1383
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checkpoint-1000/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:61361c878721548392539ed308adea82ec21fc99e9c9e2512a2e560c5477b77c
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size 1465
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checkpoint-1000/trainer_state.json
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|
| 245 |
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|
| 246 |
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|
| 247 |
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|
| 248 |
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}
|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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"num_train_epochs": 4,
|
| 254 |
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"save_steps": 500,
|
| 255 |
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"stateful_callbacks": {
|
| 256 |
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"EarlyStoppingCallback": {
|
| 257 |
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"args": {
|
| 258 |
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"early_stopping_patience": 1,
|
| 259 |
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"early_stopping_threshold": 0.0
|
| 260 |
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},
|
| 261 |
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"attributes": {
|
| 262 |
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|
| 263 |
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}
|
| 264 |
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},
|
| 265 |
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"TrainerControl": {
|
| 266 |
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"args": {
|
| 267 |
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"should_epoch_stop": false,
|
| 268 |
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"should_evaluate": false,
|
| 269 |
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"should_log": false,
|
| 270 |
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"should_save": true,
|
| 271 |
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"should_training_stop": false
|
| 272 |
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},
|
| 273 |
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"attributes": {}
|
| 274 |
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}
|
| 275 |
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},
|
| 276 |
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|
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|
| 278 |
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|
| 279 |
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|
| 280 |
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}
|
checkpoint-750/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:2210d162572ae3962ec86b93ca0b318e7ca63a1662ce34aa255ae4b9d996d978
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| 3 |
+
size 5201
|
config.json
ADDED
|
@@ -0,0 +1,45 @@
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|
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|
|
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_cross_attention": false,
|
| 3 |
+
"architectures": [
|
| 4 |
+
"RobertaForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
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|
| 7 |
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"bos_token_id": 0,
|
| 8 |
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|
| 9 |
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"dtype": "float32",
|
| 10 |
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"eos_token_id": 2,
|
| 11 |
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"hidden_act": "gelu",
|
| 12 |
+
"hidden_dropout_prob": 0.1,
|
| 13 |
+
"hidden_size": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "sadness",
|
| 16 |
+
"1": "joy",
|
| 17 |
+
"2": "love",
|
| 18 |
+
"3": "anger",
|
| 19 |
+
"4": "fear",
|
| 20 |
+
"5": "surprise"
|
| 21 |
+
},
|
| 22 |
+
"initializer_range": 0.02,
|
| 23 |
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"intermediate_size": 3072,
|
| 24 |
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"is_decoder": false,
|
| 25 |
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"label2id": {
|
| 26 |
+
"anger": 3,
|
| 27 |
+
"fear": 4,
|
| 28 |
+
"joy": 1,
|
| 29 |
+
"love": 2,
|
| 30 |
+
"sadness": 0,
|
| 31 |
+
"surprise": 5
|
| 32 |
+
},
|
| 33 |
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"layer_norm_eps": 1e-05,
|
| 34 |
+
"max_position_embeddings": 514,
|
| 35 |
+
"model_type": "roberta",
|
| 36 |
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"num_attention_heads": 12,
|
| 37 |
+
"num_hidden_layers": 12,
|
| 38 |
+
"pad_token_id": 1,
|
| 39 |
+
"problem_type": "single_label_classification",
|
| 40 |
+
"tie_word_embeddings": true,
|
| 41 |
+
"transformers_version": "5.0.0",
|
| 42 |
+
"type_vocab_size": 1,
|
| 43 |
+
"use_cache": false,
|
| 44 |
+
"vocab_size": 50265
|
| 45 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:88d97d727d8f86ac1a57e249bbe375f2c64a918e405bf280ea9585ac85b96b39
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| 3 |
+
size 498625104
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,16 @@
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|
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|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": "<s>",
|
| 5 |
+
"cls_token": "<s>",
|
| 6 |
+
"eos_token": "</s>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"is_local": false,
|
| 9 |
+
"mask_token": "<mask>",
|
| 10 |
+
"model_max_length": 512,
|
| 11 |
+
"pad_token": "<pad>",
|
| 12 |
+
"sep_token": "</s>",
|
| 13 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 14 |
+
"trim_offsets": true,
|
| 15 |
+
"unk_token": "<unk>"
|
| 16 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:2210d162572ae3962ec86b93ca0b318e7ca63a1662ce34aa255ae4b9d996d978
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| 3 |
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size 5201
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