Upload 61 files
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- emcoder/epoch_1/model.safetensors +3 -0
- emcoder/epoch_1/model_config.json +73 -0
- emcoder/epoch_1/model_state.json +4 -0
- emcoder/epoch_1/tokenizer.json +0 -0
- emcoder/epoch_1/tokenizer_config.json +0 -0
- emcoder/epoch_1/train_config.json +10 -0
- emcoder/epoch_10/model.safetensors +3 -0
- emcoder/epoch_10/model_config.json +73 -0
- emcoder/epoch_10/model_state.json +4 -0
- emcoder/epoch_10/tokenizer.json +0 -0
- emcoder/epoch_10/tokenizer_config.json +0 -0
- emcoder/epoch_10/train_config.json +10 -0
- emcoder/epoch_2/model.safetensors +3 -0
- emcoder/epoch_2/model_config.json +73 -0
- emcoder/epoch_2/model_state.json +4 -0
- emcoder/epoch_2/tokenizer.json +0 -0
- emcoder/epoch_2/tokenizer_config.json +0 -0
- emcoder/epoch_2/train_config.json +10 -0
- emcoder/epoch_3/model.safetensors +3 -0
- emcoder/epoch_3/model_config.json +73 -0
- emcoder/epoch_3/model_state.json +4 -0
- emcoder/epoch_3/tokenizer.json +0 -0
- emcoder/epoch_3/tokenizer_config.json +0 -0
- emcoder/epoch_3/train_config.json +10 -0
- emcoder/epoch_4/model.safetensors +3 -0
- emcoder/epoch_4/model_config.json +73 -0
- emcoder/epoch_4/model_state.json +4 -0
- emcoder/epoch_4/tokenizer.json +0 -0
- emcoder/epoch_4/tokenizer_config.json +0 -0
- emcoder/epoch_4/train_config.json +10 -0
- emcoder/epoch_5/model.safetensors +3 -0
- emcoder/epoch_5/model_config.json +73 -0
- emcoder/epoch_5/model_state.json +4 -0
- emcoder/epoch_5/tokenizer.json +0 -0
- emcoder/epoch_5/tokenizer_config.json +0 -0
- emcoder/epoch_5/train_config.json +10 -0
- emcoder/epoch_6/model.safetensors +3 -0
- emcoder/epoch_6/model_config.json +73 -0
- emcoder/epoch_6/model_state.json +4 -0
- emcoder/epoch_6/tokenizer.json +0 -0
- emcoder/epoch_6/tokenizer_config.json +0 -0
- emcoder/epoch_6/train_config.json +10 -0
- emcoder/epoch_7/model.safetensors +3 -0
- emcoder/epoch_7/model_config.json +73 -0
- emcoder/epoch_7/model_state.json +4 -0
- emcoder/epoch_7/tokenizer.json +0 -0
- emcoder/epoch_7/tokenizer_config.json +0 -0
- emcoder/epoch_7/train_config.json +10 -0
- emcoder/epoch_8/model.safetensors +3 -0
- emcoder/epoch_8/model_config.json +73 -0
emcoder/epoch_1/model.safetensors
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version https://git-lfs.github.com/spec/v1
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emcoder/epoch_1/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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emcoder/epoch_1/model_state.json
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{
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"train_loss": 0.28831127285957336,
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"eval_loss": 0.3145073144751437
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}
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emcoder/epoch_1/tokenizer.json
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emcoder/epoch_1/tokenizer_config.json
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emcoder/epoch_1/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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emcoder/epoch_10/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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emcoder/epoch_10/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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emcoder/epoch_10/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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emcoder/epoch_10/tokenizer.json
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emcoder/epoch_10/tokenizer_config.json
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emcoder/epoch_10/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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emcoder/epoch_2/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:59e4d7bb9d8d3ee658ea818b0297209705cfd3f8310fd127d5540f81f1ffe6de
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size 328565600
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emcoder/epoch_2/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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| 17 |
+
"4": "approval",
|
| 18 |
+
"5": "caring",
|
| 19 |
+
"6": "confusion",
|
| 20 |
+
"7": "curiosity",
|
| 21 |
+
"8": "desire",
|
| 22 |
+
"9": "disappointment",
|
| 23 |
+
"10": "disapproval",
|
| 24 |
+
"11": "disgust",
|
| 25 |
+
"12": "embarrassment",
|
| 26 |
+
"13": "excitement",
|
| 27 |
+
"14": "fear",
|
| 28 |
+
"15": "gratitude",
|
| 29 |
+
"16": "grief",
|
| 30 |
+
"17": "joy",
|
| 31 |
+
"18": "love",
|
| 32 |
+
"19": "nervousness",
|
| 33 |
+
"20": "optimism",
|
| 34 |
+
"21": "pride",
|
| 35 |
+
"22": "realization",
|
| 36 |
+
"23": "relief",
|
| 37 |
+
"24": "remorse",
|
| 38 |
+
"25": "sadness",
|
| 39 |
+
"26": "surprise",
|
| 40 |
+
"27": "neutral"
|
| 41 |
+
},
|
| 42 |
+
"label2id": {
|
| 43 |
+
"admiration": 0,
|
| 44 |
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|
| 45 |
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"anger": 2,
|
| 46 |
+
"annoyance": 3,
|
| 47 |
+
"approval": 4,
|
| 48 |
+
"caring": 5,
|
| 49 |
+
"confusion": 6,
|
| 50 |
+
"curiosity": 7,
|
| 51 |
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"desire": 8,
|
| 52 |
+
"disappointment": 9,
|
| 53 |
+
"disapproval": 10,
|
| 54 |
+
"disgust": 11,
|
| 55 |
+
"embarrassment": 12,
|
| 56 |
+
"excitement": 13,
|
| 57 |
+
"fear": 14,
|
| 58 |
+
"gratitude": 15,
|
| 59 |
+
"grief": 16,
|
| 60 |
+
"joy": 17,
|
| 61 |
+
"love": 18,
|
| 62 |
+
"nervousness": 19,
|
| 63 |
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"optimism": 20,
|
| 64 |
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"pride": 21,
|
| 65 |
+
"realization": 22,
|
| 66 |
+
"relief": 23,
|
| 67 |
+
"remorse": 24,
|
| 68 |
+
"sadness": 25,
|
| 69 |
+
"surprise": 26,
|
| 70 |
+
"neutral": 27
|
| 71 |
+
},
|
| 72 |
+
"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
|
| 73 |
+
}
|
emcoder/epoch_2/model_state.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"train_loss": 0.2724606990814209,
|
| 3 |
+
"eval_loss": 0.2693073256050839
|
| 4 |
+
}
|
emcoder/epoch_2/tokenizer.json
ADDED
|
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|
emcoder/epoch_2/tokenizer_config.json
ADDED
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|
|
emcoder/epoch_2/train_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tokenized_ds_dir": "data/goemotions_v1_seq512",
|
| 3 |
+
"encoder_lr": 0.00001,
|
| 4 |
+
"head_lr": 0.0005,
|
| 5 |
+
"lr_warmup": 0.05,
|
| 6 |
+
"weight_decay": 0.01,
|
| 7 |
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"batch_size": 32,
|
| 8 |
+
"gradient_accumulation_steps": 8,
|
| 9 |
+
"num_epochs": 10
|
| 10 |
+
}
|
emcoder/epoch_3/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:7a979301d2d82d2f025cdcf17a87b38f744392f6319a2bba39752183a7d641f0
|
| 3 |
+
size 328565600
|
emcoder/epoch_3/model_config.json
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_size": 50265,
|
| 3 |
+
"max_seq_len": 512,
|
| 4 |
+
"d_model": 768,
|
| 5 |
+
"n_head": 12,
|
| 6 |
+
"n_layers": 6,
|
| 7 |
+
"d_ffn": 3072,
|
| 8 |
+
"dropout": 0.15,
|
| 9 |
+
"bayesian_train": true,
|
| 10 |
+
"loss_weights": "log",
|
| 11 |
+
"num_labels": 28,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "admiration",
|
| 14 |
+
"1": "amusement",
|
| 15 |
+
"2": "anger",
|
| 16 |
+
"3": "annoyance",
|
| 17 |
+
"4": "approval",
|
| 18 |
+
"5": "caring",
|
| 19 |
+
"6": "confusion",
|
| 20 |
+
"7": "curiosity",
|
| 21 |
+
"8": "desire",
|
| 22 |
+
"9": "disappointment",
|
| 23 |
+
"10": "disapproval",
|
| 24 |
+
"11": "disgust",
|
| 25 |
+
"12": "embarrassment",
|
| 26 |
+
"13": "excitement",
|
| 27 |
+
"14": "fear",
|
| 28 |
+
"15": "gratitude",
|
| 29 |
+
"16": "grief",
|
| 30 |
+
"17": "joy",
|
| 31 |
+
"18": "love",
|
| 32 |
+
"19": "nervousness",
|
| 33 |
+
"20": "optimism",
|
| 34 |
+
"21": "pride",
|
| 35 |
+
"22": "realization",
|
| 36 |
+
"23": "relief",
|
| 37 |
+
"24": "remorse",
|
| 38 |
+
"25": "sadness",
|
| 39 |
+
"26": "surprise",
|
| 40 |
+
"27": "neutral"
|
| 41 |
+
},
|
| 42 |
+
"label2id": {
|
| 43 |
+
"admiration": 0,
|
| 44 |
+
"amusement": 1,
|
| 45 |
+
"anger": 2,
|
| 46 |
+
"annoyance": 3,
|
| 47 |
+
"approval": 4,
|
| 48 |
+
"caring": 5,
|
| 49 |
+
"confusion": 6,
|
| 50 |
+
"curiosity": 7,
|
| 51 |
+
"desire": 8,
|
| 52 |
+
"disappointment": 9,
|
| 53 |
+
"disapproval": 10,
|
| 54 |
+
"disgust": 11,
|
| 55 |
+
"embarrassment": 12,
|
| 56 |
+
"excitement": 13,
|
| 57 |
+
"fear": 14,
|
| 58 |
+
"gratitude": 15,
|
| 59 |
+
"grief": 16,
|
| 60 |
+
"joy": 17,
|
| 61 |
+
"love": 18,
|
| 62 |
+
"nervousness": 19,
|
| 63 |
+
"optimism": 20,
|
| 64 |
+
"pride": 21,
|
| 65 |
+
"realization": 22,
|
| 66 |
+
"relief": 23,
|
| 67 |
+
"remorse": 24,
|
| 68 |
+
"sadness": 25,
|
| 69 |
+
"surprise": 26,
|
| 70 |
+
"neutral": 27
|
| 71 |
+
},
|
| 72 |
+
"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
|
| 73 |
+
}
|
emcoder/epoch_3/model_state.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"train_loss": 0.21064400672912598,
|
| 3 |
+
"eval_loss": 0.2506087092792287
|
| 4 |
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}
|
emcoder/epoch_3/tokenizer.json
ADDED
|
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|
|
|
emcoder/epoch_3/tokenizer_config.json
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|
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|
|
emcoder/epoch_3/train_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tokenized_ds_dir": "data/goemotions_v1_seq512",
|
| 3 |
+
"encoder_lr": 0.00001,
|
| 4 |
+
"head_lr": 0.0005,
|
| 5 |
+
"lr_warmup": 0.05,
|
| 6 |
+
"weight_decay": 0.01,
|
| 7 |
+
"batch_size": 32,
|
| 8 |
+
"gradient_accumulation_steps": 8,
|
| 9 |
+
"num_epochs": 10
|
| 10 |
+
}
|
emcoder/epoch_4/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f2190e799c0af38e5573db615baf6245a4da2bf34fa3217932ea0dfe439ba88
|
| 3 |
+
size 328565600
|
emcoder/epoch_4/model_config.json
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_size": 50265,
|
| 3 |
+
"max_seq_len": 512,
|
| 4 |
+
"d_model": 768,
|
| 5 |
+
"n_head": 12,
|
| 6 |
+
"n_layers": 6,
|
| 7 |
+
"d_ffn": 3072,
|
| 8 |
+
"dropout": 0.15,
|
| 9 |
+
"bayesian_train": true,
|
| 10 |
+
"loss_weights": "log",
|
| 11 |
+
"num_labels": 28,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "admiration",
|
| 14 |
+
"1": "amusement",
|
| 15 |
+
"2": "anger",
|
| 16 |
+
"3": "annoyance",
|
| 17 |
+
"4": "approval",
|
| 18 |
+
"5": "caring",
|
| 19 |
+
"6": "confusion",
|
| 20 |
+
"7": "curiosity",
|
| 21 |
+
"8": "desire",
|
| 22 |
+
"9": "disappointment",
|
| 23 |
+
"10": "disapproval",
|
| 24 |
+
"11": "disgust",
|
| 25 |
+
"12": "embarrassment",
|
| 26 |
+
"13": "excitement",
|
| 27 |
+
"14": "fear",
|
| 28 |
+
"15": "gratitude",
|
| 29 |
+
"16": "grief",
|
| 30 |
+
"17": "joy",
|
| 31 |
+
"18": "love",
|
| 32 |
+
"19": "nervousness",
|
| 33 |
+
"20": "optimism",
|
| 34 |
+
"21": "pride",
|
| 35 |
+
"22": "realization",
|
| 36 |
+
"23": "relief",
|
| 37 |
+
"24": "remorse",
|
| 38 |
+
"25": "sadness",
|
| 39 |
+
"26": "surprise",
|
| 40 |
+
"27": "neutral"
|
| 41 |
+
},
|
| 42 |
+
"label2id": {
|
| 43 |
+
"admiration": 0,
|
| 44 |
+
"amusement": 1,
|
| 45 |
+
"anger": 2,
|
| 46 |
+
"annoyance": 3,
|
| 47 |
+
"approval": 4,
|
| 48 |
+
"caring": 5,
|
| 49 |
+
"confusion": 6,
|
| 50 |
+
"curiosity": 7,
|
| 51 |
+
"desire": 8,
|
| 52 |
+
"disappointment": 9,
|
| 53 |
+
"disapproval": 10,
|
| 54 |
+
"disgust": 11,
|
| 55 |
+
"embarrassment": 12,
|
| 56 |
+
"excitement": 13,
|
| 57 |
+
"fear": 14,
|
| 58 |
+
"gratitude": 15,
|
| 59 |
+
"grief": 16,
|
| 60 |
+
"joy": 17,
|
| 61 |
+
"love": 18,
|
| 62 |
+
"nervousness": 19,
|
| 63 |
+
"optimism": 20,
|
| 64 |
+
"pride": 21,
|
| 65 |
+
"realization": 22,
|
| 66 |
+
"relief": 23,
|
| 67 |
+
"remorse": 24,
|
| 68 |
+
"sadness": 25,
|
| 69 |
+
"surprise": 26,
|
| 70 |
+
"neutral": 27
|
| 71 |
+
},
|
| 72 |
+
"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
|
| 73 |
+
}
|
emcoder/epoch_4/model_state.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"train_loss": 0.2245972752571106,
|
| 3 |
+
"eval_loss": 0.24032529198071537
|
| 4 |
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}
|
emcoder/epoch_4/tokenizer.json
ADDED
|
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|
emcoder/epoch_4/tokenizer_config.json
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emcoder/epoch_4/train_config.json
ADDED
|
@@ -0,0 +1,10 @@
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tokenized_ds_dir": "data/goemotions_v1_seq512",
|
| 3 |
+
"encoder_lr": 0.00001,
|
| 4 |
+
"head_lr": 0.0005,
|
| 5 |
+
"lr_warmup": 0.05,
|
| 6 |
+
"weight_decay": 0.01,
|
| 7 |
+
"batch_size": 32,
|
| 8 |
+
"gradient_accumulation_steps": 8,
|
| 9 |
+
"num_epochs": 10
|
| 10 |
+
}
|
emcoder/epoch_5/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e68cbde5a3491bc645ca44a57266f93e9355e1a1f94f06a2d299c4b1441737aa
|
| 3 |
+
size 328565600
|
emcoder/epoch_5/model_config.json
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
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|
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|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_size": 50265,
|
| 3 |
+
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|
| 4 |
+
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|
| 5 |
+
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|
| 6 |
+
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|
| 7 |
+
"d_ffn": 3072,
|
| 8 |
+
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|
| 9 |
+
"bayesian_train": true,
|
| 10 |
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"loss_weights": "log",
|
| 11 |
+
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|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "admiration",
|
| 14 |
+
"1": "amusement",
|
| 15 |
+
"2": "anger",
|
| 16 |
+
"3": "annoyance",
|
| 17 |
+
"4": "approval",
|
| 18 |
+
"5": "caring",
|
| 19 |
+
"6": "confusion",
|
| 20 |
+
"7": "curiosity",
|
| 21 |
+
"8": "desire",
|
| 22 |
+
"9": "disappointment",
|
| 23 |
+
"10": "disapproval",
|
| 24 |
+
"11": "disgust",
|
| 25 |
+
"12": "embarrassment",
|
| 26 |
+
"13": "excitement",
|
| 27 |
+
"14": "fear",
|
| 28 |
+
"15": "gratitude",
|
| 29 |
+
"16": "grief",
|
| 30 |
+
"17": "joy",
|
| 31 |
+
"18": "love",
|
| 32 |
+
"19": "nervousness",
|
| 33 |
+
"20": "optimism",
|
| 34 |
+
"21": "pride",
|
| 35 |
+
"22": "realization",
|
| 36 |
+
"23": "relief",
|
| 37 |
+
"24": "remorse",
|
| 38 |
+
"25": "sadness",
|
| 39 |
+
"26": "surprise",
|
| 40 |
+
"27": "neutral"
|
| 41 |
+
},
|
| 42 |
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"label2id": {
|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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"confusion": 6,
|
| 50 |
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"curiosity": 7,
|
| 51 |
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|
| 52 |
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|
| 53 |
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"disapproval": 10,
|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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"fear": 14,
|
| 58 |
+
"gratitude": 15,
|
| 59 |
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"grief": 16,
|
| 60 |
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"joy": 17,
|
| 61 |
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"love": 18,
|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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"realization": 22,
|
| 66 |
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"relief": 23,
|
| 67 |
+
"remorse": 24,
|
| 68 |
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"sadness": 25,
|
| 69 |
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"surprise": 26,
|
| 70 |
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"neutral": 27
|
| 71 |
+
},
|
| 72 |
+
"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
|
| 73 |
+
}
|
emcoder/epoch_5/model_state.json
ADDED
|
@@ -0,0 +1,4 @@
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|
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|
| 1 |
+
{
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| 2 |
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"train_loss": 0.255290687084198,
|
| 3 |
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"eval_loss": 0.23586748023243512
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| 4 |
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|
emcoder/epoch_5/tokenizer.json
ADDED
|
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|
emcoder/epoch_5/tokenizer_config.json
ADDED
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|
|
emcoder/epoch_5/train_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tokenized_ds_dir": "data/goemotions_v1_seq512",
|
| 3 |
+
"encoder_lr": 0.00001,
|
| 4 |
+
"head_lr": 0.0005,
|
| 5 |
+
"lr_warmup": 0.05,
|
| 6 |
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"weight_decay": 0.01,
|
| 7 |
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"batch_size": 32,
|
| 8 |
+
"gradient_accumulation_steps": 8,
|
| 9 |
+
"num_epochs": 10
|
| 10 |
+
}
|
emcoder/epoch_6/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 3 |
+
size 328565600
|
emcoder/epoch_6/model_config.json
ADDED
|
@@ -0,0 +1,73 @@
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|
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|
|
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|
|
|
|
|
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|
|
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|
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|
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|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_size": 50265,
|
| 3 |
+
"max_seq_len": 512,
|
| 4 |
+
"d_model": 768,
|
| 5 |
+
"n_head": 12,
|
| 6 |
+
"n_layers": 6,
|
| 7 |
+
"d_ffn": 3072,
|
| 8 |
+
"dropout": 0.15,
|
| 9 |
+
"bayesian_train": true,
|
| 10 |
+
"loss_weights": "log",
|
| 11 |
+
"num_labels": 28,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "admiration",
|
| 14 |
+
"1": "amusement",
|
| 15 |
+
"2": "anger",
|
| 16 |
+
"3": "annoyance",
|
| 17 |
+
"4": "approval",
|
| 18 |
+
"5": "caring",
|
| 19 |
+
"6": "confusion",
|
| 20 |
+
"7": "curiosity",
|
| 21 |
+
"8": "desire",
|
| 22 |
+
"9": "disappointment",
|
| 23 |
+
"10": "disapproval",
|
| 24 |
+
"11": "disgust",
|
| 25 |
+
"12": "embarrassment",
|
| 26 |
+
"13": "excitement",
|
| 27 |
+
"14": "fear",
|
| 28 |
+
"15": "gratitude",
|
| 29 |
+
"16": "grief",
|
| 30 |
+
"17": "joy",
|
| 31 |
+
"18": "love",
|
| 32 |
+
"19": "nervousness",
|
| 33 |
+
"20": "optimism",
|
| 34 |
+
"21": "pride",
|
| 35 |
+
"22": "realization",
|
| 36 |
+
"23": "relief",
|
| 37 |
+
"24": "remorse",
|
| 38 |
+
"25": "sadness",
|
| 39 |
+
"26": "surprise",
|
| 40 |
+
"27": "neutral"
|
| 41 |
+
},
|
| 42 |
+
"label2id": {
|
| 43 |
+
"admiration": 0,
|
| 44 |
+
"amusement": 1,
|
| 45 |
+
"anger": 2,
|
| 46 |
+
"annoyance": 3,
|
| 47 |
+
"approval": 4,
|
| 48 |
+
"caring": 5,
|
| 49 |
+
"confusion": 6,
|
| 50 |
+
"curiosity": 7,
|
| 51 |
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"desire": 8,
|
| 52 |
+
"disappointment": 9,
|
| 53 |
+
"disapproval": 10,
|
| 54 |
+
"disgust": 11,
|
| 55 |
+
"embarrassment": 12,
|
| 56 |
+
"excitement": 13,
|
| 57 |
+
"fear": 14,
|
| 58 |
+
"gratitude": 15,
|
| 59 |
+
"grief": 16,
|
| 60 |
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"joy": 17,
|
| 61 |
+
"love": 18,
|
| 62 |
+
"nervousness": 19,
|
| 63 |
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"optimism": 20,
|
| 64 |
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"pride": 21,
|
| 65 |
+
"realization": 22,
|
| 66 |
+
"relief": 23,
|
| 67 |
+
"remorse": 24,
|
| 68 |
+
"sadness": 25,
|
| 69 |
+
"surprise": 26,
|
| 70 |
+
"neutral": 27
|
| 71 |
+
},
|
| 72 |
+
"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
|
| 73 |
+
}
|
emcoder/epoch_6/model_state.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"train_loss": 0.2421005815267563,
|
| 3 |
+
"eval_loss": 0.23401743388351273
|
| 4 |
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}
|
emcoder/epoch_6/tokenizer.json
ADDED
|
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|
|
|
emcoder/epoch_6/tokenizer_config.json
ADDED
|
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|
|
|
emcoder/epoch_6/train_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tokenized_ds_dir": "data/goemotions_v1_seq512",
|
| 3 |
+
"encoder_lr": 0.00001,
|
| 4 |
+
"head_lr": 0.0005,
|
| 5 |
+
"lr_warmup": 0.05,
|
| 6 |
+
"weight_decay": 0.01,
|
| 7 |
+
"batch_size": 32,
|
| 8 |
+
"gradient_accumulation_steps": 8,
|
| 9 |
+
"num_epochs": 10
|
| 10 |
+
}
|
emcoder/epoch_7/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4da0b6fb96577b7e478b1a32dcfe15c495c5c89e47d00600c51dcc82143ad8f2
|
| 3 |
+
size 328565600
|
emcoder/epoch_7/model_config.json
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_size": 50265,
|
| 3 |
+
"max_seq_len": 512,
|
| 4 |
+
"d_model": 768,
|
| 5 |
+
"n_head": 12,
|
| 6 |
+
"n_layers": 6,
|
| 7 |
+
"d_ffn": 3072,
|
| 8 |
+
"dropout": 0.15,
|
| 9 |
+
"bayesian_train": true,
|
| 10 |
+
"loss_weights": "log",
|
| 11 |
+
"num_labels": 28,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "admiration",
|
| 14 |
+
"1": "amusement",
|
| 15 |
+
"2": "anger",
|
| 16 |
+
"3": "annoyance",
|
| 17 |
+
"4": "approval",
|
| 18 |
+
"5": "caring",
|
| 19 |
+
"6": "confusion",
|
| 20 |
+
"7": "curiosity",
|
| 21 |
+
"8": "desire",
|
| 22 |
+
"9": "disappointment",
|
| 23 |
+
"10": "disapproval",
|
| 24 |
+
"11": "disgust",
|
| 25 |
+
"12": "embarrassment",
|
| 26 |
+
"13": "excitement",
|
| 27 |
+
"14": "fear",
|
| 28 |
+
"15": "gratitude",
|
| 29 |
+
"16": "grief",
|
| 30 |
+
"17": "joy",
|
| 31 |
+
"18": "love",
|
| 32 |
+
"19": "nervousness",
|
| 33 |
+
"20": "optimism",
|
| 34 |
+
"21": "pride",
|
| 35 |
+
"22": "realization",
|
| 36 |
+
"23": "relief",
|
| 37 |
+
"24": "remorse",
|
| 38 |
+
"25": "sadness",
|
| 39 |
+
"26": "surprise",
|
| 40 |
+
"27": "neutral"
|
| 41 |
+
},
|
| 42 |
+
"label2id": {
|
| 43 |
+
"admiration": 0,
|
| 44 |
+
"amusement": 1,
|
| 45 |
+
"anger": 2,
|
| 46 |
+
"annoyance": 3,
|
| 47 |
+
"approval": 4,
|
| 48 |
+
"caring": 5,
|
| 49 |
+
"confusion": 6,
|
| 50 |
+
"curiosity": 7,
|
| 51 |
+
"desire": 8,
|
| 52 |
+
"disappointment": 9,
|
| 53 |
+
"disapproval": 10,
|
| 54 |
+
"disgust": 11,
|
| 55 |
+
"embarrassment": 12,
|
| 56 |
+
"excitement": 13,
|
| 57 |
+
"fear": 14,
|
| 58 |
+
"gratitude": 15,
|
| 59 |
+
"grief": 16,
|
| 60 |
+
"joy": 17,
|
| 61 |
+
"love": 18,
|
| 62 |
+
"nervousness": 19,
|
| 63 |
+
"optimism": 20,
|
| 64 |
+
"pride": 21,
|
| 65 |
+
"realization": 22,
|
| 66 |
+
"relief": 23,
|
| 67 |
+
"remorse": 24,
|
| 68 |
+
"sadness": 25,
|
| 69 |
+
"surprise": 26,
|
| 70 |
+
"neutral": 27
|
| 71 |
+
},
|
| 72 |
+
"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
|
| 73 |
+
}
|
emcoder/epoch_7/model_state.json
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"train_loss": 0.17983317375183105,
|
| 3 |
+
"eval_loss": 0.23343955278396605
|
| 4 |
+
}
|
emcoder/epoch_7/tokenizer.json
ADDED
|
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|
|
|
emcoder/epoch_7/tokenizer_config.json
ADDED
|
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|
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emcoder/epoch_7/train_config.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"tokenized_ds_dir": "data/goemotions_v1_seq512",
|
| 3 |
+
"encoder_lr": 0.00001,
|
| 4 |
+
"head_lr": 0.0005,
|
| 5 |
+
"lr_warmup": 0.05,
|
| 6 |
+
"weight_decay": 0.01,
|
| 7 |
+
"batch_size": 32,
|
| 8 |
+
"gradient_accumulation_steps": 8,
|
| 9 |
+
"num_epochs": 10
|
| 10 |
+
}
|
emcoder/epoch_8/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9875df046913976ed2d38463935b480580903ccdea5193e11e7ad16b83198d9e
|
| 3 |
+
size 328565600
|
emcoder/epoch_8/model_config.json
ADDED
|
@@ -0,0 +1,73 @@
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"vocab_size": 50265,
|
| 3 |
+
"max_seq_len": 512,
|
| 4 |
+
"d_model": 768,
|
| 5 |
+
"n_head": 12,
|
| 6 |
+
"n_layers": 6,
|
| 7 |
+
"d_ffn": 3072,
|
| 8 |
+
"dropout": 0.15,
|
| 9 |
+
"bayesian_train": true,
|
| 10 |
+
"loss_weights": "log",
|
| 11 |
+
"num_labels": 28,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "admiration",
|
| 14 |
+
"1": "amusement",
|
| 15 |
+
"2": "anger",
|
| 16 |
+
"3": "annoyance",
|
| 17 |
+
"4": "approval",
|
| 18 |
+
"5": "caring",
|
| 19 |
+
"6": "confusion",
|
| 20 |
+
"7": "curiosity",
|
| 21 |
+
"8": "desire",
|
| 22 |
+
"9": "disappointment",
|
| 23 |
+
"10": "disapproval",
|
| 24 |
+
"11": "disgust",
|
| 25 |
+
"12": "embarrassment",
|
| 26 |
+
"13": "excitement",
|
| 27 |
+
"14": "fear",
|
| 28 |
+
"15": "gratitude",
|
| 29 |
+
"16": "grief",
|
| 30 |
+
"17": "joy",
|
| 31 |
+
"18": "love",
|
| 32 |
+
"19": "nervousness",
|
| 33 |
+
"20": "optimism",
|
| 34 |
+
"21": "pride",
|
| 35 |
+
"22": "realization",
|
| 36 |
+
"23": "relief",
|
| 37 |
+
"24": "remorse",
|
| 38 |
+
"25": "sadness",
|
| 39 |
+
"26": "surprise",
|
| 40 |
+
"27": "neutral"
|
| 41 |
+
},
|
| 42 |
+
"label2id": {
|
| 43 |
+
"admiration": 0,
|
| 44 |
+
"amusement": 1,
|
| 45 |
+
"anger": 2,
|
| 46 |
+
"annoyance": 3,
|
| 47 |
+
"approval": 4,
|
| 48 |
+
"caring": 5,
|
| 49 |
+
"confusion": 6,
|
| 50 |
+
"curiosity": 7,
|
| 51 |
+
"desire": 8,
|
| 52 |
+
"disappointment": 9,
|
| 53 |
+
"disapproval": 10,
|
| 54 |
+
"disgust": 11,
|
| 55 |
+
"embarrassment": 12,
|
| 56 |
+
"excitement": 13,
|
| 57 |
+
"fear": 14,
|
| 58 |
+
"gratitude": 15,
|
| 59 |
+
"grief": 16,
|
| 60 |
+
"joy": 17,
|
| 61 |
+
"love": 18,
|
| 62 |
+
"nervousness": 19,
|
| 63 |
+
"optimism": 20,
|
| 64 |
+
"pride": 21,
|
| 65 |
+
"realization": 22,
|
| 66 |
+
"relief": 23,
|
| 67 |
+
"remorse": 24,
|
| 68 |
+
"sadness": 25,
|
| 69 |
+
"surprise": 26,
|
| 70 |
+
"neutral": 27
|
| 71 |
+
},
|
| 72 |
+
"base_encoder_path": "models/v1/pretrain/checkpoints/epoch_2/step_40000"
|
| 73 |
+
}
|