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README.md ADDED
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+ ---
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+ inference: false
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+ ---
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+ This is a model checkpoint for ["Should You Mask 15% in Masked Language Modeling"](https://arxiv.org/abs/2202.08005) [(code)](https://github.com/princeton-nlp/DinkyTrain.git).
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+
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+ The original checkpoint is avaliable at [princeton-nlp/efficient_mlm_m0.15](https://huggingface.co/princeton-nlp/efficient_mlm_m0.15). Unfortunately this checkpoint depends on code that isn't part of the official `transformers`
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+ library. Additionally, the checkpoints contains unused weights due to a bug.
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+
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+ This checkpoint fixes the unused weights issue and uses the `RobertaPreLayerNorm` model from the `transformers`
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+ library.
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+
config.json ADDED
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+ {
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+ "_name_or_path": "None",
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+ "architectures": [
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+ "RobertaPreLayerNormForMaskedLM"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "bos_token_id": 0,
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+ "eos_token_id": 2,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 1024,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4096,
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+ "layer_norm_eps": 1e-05,
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+ "max_position_embeddings": 514,
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+ "model_type": "roberta-prelayernorm",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 24,
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+ "pad_token_id": 1,
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+ "position_embedding_type": "absolute",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.25.0.dev0",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 50265
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+ }
merges.txt ADDED
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+ {
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+ "mask_token": {
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+ "content": "<mask>",
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+ "lstrip": true,
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+ "normalized": false,
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ "name_or_path": "princeton-nlp/efficient_mlm_m0.15",
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+ "tokenizer_class": "RobertaTokenizer",
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+ "trim_offsets": true,
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+ }
vocab.json ADDED
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