josecannete
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Commit
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uploading model
Browse files- README.md +15 -0
- config.json +32 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- spiece.model +3 -0
- tf_model.h5 +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
README.md
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# ALBERT Tiny Spanish
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This is an [ALBERT](https://github.com/google-research/albert) model trained on a [big spanish corpora](https://github.com/josecannete/spanish-corpora).
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The model was trained on a single TPU v3-8 with the following hyperparameters and steps/time:
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- LR: 0.00125
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- Batch Size: 2048
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- Warmup ratio: 0.0125
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- Warmup steps: 125000
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- Goal steps: 10000000
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- Total steps: 8300000
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- Total training time (aprox): 58.2 days
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## Training loss
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![https://drive.google.com/uc?export=view&id=1KQc8yWZLKvDLjBtu4IOAgpTx0iLcvX_Q](https://drive.google.com/uc?export=view&id=1KQc8yWZLKvDLjBtu4IOAgpTx0iLcvX_Q)
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config.json
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{
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"_name_or_path": "../convert_models/albert_tiny_spanish/converted",
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"architectures": [
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"AlbertForPreTraining"
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],
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"attention_probs_dropout_prob": 0,
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"bos_token_id": 2,
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"classifier_dropout_prob": 0.1,
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"down_scale_factor": 1,
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"embedding_size": 128,
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"eos_token_id": 3,
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"gap_size": 0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0,
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"hidden_size": 312,
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"initializer_range": 0.02,
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"inner_group_num": 1,
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"intermediate_size": 1248,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "albert",
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"net_structure_type": 0,
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"num_attention_heads": 12,
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"num_hidden_groups": 1,
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"num_hidden_layers": 4,
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"num_memory_blocks": 0,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"transformers_version": "4.8.2",
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"type_vocab_size": 2,
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"vocab_size": 31000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:55ed6932f43e501afbaa2e208f1a8e68ae3039d06238817491e61b34c9ac18c8
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size 21681880
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special_tokens_map.json
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{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "<unk>", "sep_token": "[SEP]", "pad_token": "<pad>", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:28c98d44f2c8ba92d861c8705ca4386454387ac7070fb00e9cd934f401387656
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size 797897
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:2406d911b9fe8f3811512b1c3fea0f8350a42e4a916b99bdee82c67b76227084
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size 37983184
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": true, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "<unk>", "sep_token": "[SEP]", "pad_token": "<pad>", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "../albert_tiny", "tokenizer_class": "AlbertTokenizer"}
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