Upload 6 files
Browse files- model.safetensors +3 -0
- model_config.json +73 -0
- model_state.json +4 -0
- tokenizer.json +0 -0
- tokenizer_config.json +0 -0
- train_config.json +10 -0
model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f79307191a44f91b6c9b7e2373062bd655a38efef31a16831e7629d18ce33f50
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size 328565600
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model_config.json
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{
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"vocab_size": 50265,
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"max_seq_len": 512,
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"d_model": 768,
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"n_head": 12,
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"n_layers": 6,
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"d_ffn": 3072,
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"dropout": 0.15,
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"bayesian_train": true,
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"loss_weights": "log",
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"num_labels": 28,
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"id2label": {
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"0": "admiration",
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"1": "amusement",
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"2": "anger",
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"3": "annoyance",
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"4": "approval",
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"5": "caring",
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"6": "confusion",
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"7": "curiosity",
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"8": "desire",
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"9": "disappointment",
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"10": "disapproval",
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"11": "disgust",
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"12": "embarrassment",
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"13": "excitement",
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"14": "fear",
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"15": "gratitude",
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"16": "grief",
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"17": "joy",
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"18": "love",
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"19": "nervousness",
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"20": "optimism",
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"21": "pride",
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"22": "realization",
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"23": "relief",
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"24": "remorse",
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"25": "sadness",
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"26": "surprise",
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"27": "neutral"
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},
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"label2id": {
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"admiration": 0,
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"amusement": 1,
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"anger": 2,
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"annoyance": 3,
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"approval": 4,
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"caring": 5,
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"confusion": 6,
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"curiosity": 7,
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"desire": 8,
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"disappointment": 9,
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"disapproval": 10,
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"disgust": 11,
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"embarrassment": 12,
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"excitement": 13,
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"fear": 14,
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"gratitude": 15,
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"grief": 16,
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"joy": 17,
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"love": 18,
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"nervousness": 19,
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"optimism": 20,
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"pride": 21,
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"realization": 22,
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"relief": 23,
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"remorse": 24,
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"sadness": 25,
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"surprise": 26,
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"neutral": 27
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},
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"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
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}
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model_state.json
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{
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"train_loss": 0.264223575592041,
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"eval_loss": 0.2328128303236821
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}
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tokenizer.json
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tokenizer_config.json
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train_config.json
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{
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"tokenized_ds_dir": "data/goemotions_v1_seq512",
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"encoder_lr": 0.00001,
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"head_lr": 0.0005,
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"lr_warmup": 0.05,
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"weight_decay": 0.01,
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"batch_size": 32,
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"gradient_accumulation_steps": 8,
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"num_epochs": 10
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}
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