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first release

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  1. README.md +21 -0
  2. config.json +29 -0
  3. pytorch_model.bin +3 -0
  4. spiece.model +3 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +1 -0
README.md ADDED
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+ ---
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+ language:
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+ - sl
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+
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+ license: cc-by-sa-4.0
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+ ---
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+
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+ # t5-sl-large
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+ t5-sl-large model is a Slovene T5 model. It has 24 encoder and 24 decoder layers, in total about 750 million parameters.
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+ It was trained for 3 epochs on the following corpora:
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+
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+ ## Corpora
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+ The following corpora were used for training the model:
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+ * Gigafida 2.0
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+ * Kas 1.0
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+ * Janes 1.0 (only Janes-news, Janes-forum, Janes-blog, Janes-wiki subcorpora)
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+ * Slovenian parliamentary corpus siParl 2.0
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+ * slWaC
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+
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+ ## Evaluation
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+ The model is described in detail and evaluated in our paper ["*Sequence to sequence pretraining for a less-resourced Slovenian language*"](https://arxiv.org/abs/2207.13988)
config.json ADDED
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+ {
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+ "architectures": [
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+ "T5ForConditionalGeneration"
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+ ],
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+ "d_ff": 2816,
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+ "d_kv": 64,
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+ "d_model": 1024,
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+ "decoder_start_token_id": 0,
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+ "dropout_rate": 0.0,
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+ "feed_forward_proj": "gated-gelu",
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+ "gradient_checkpointing": false,
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+ "initializer_factor": 1.0,
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+ "is_encoder_decoder": true,
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+ "layer_norm_epsilon": 1e-06,
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+ "model_type": "t5",
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+ "num_decoder_layers": 24,
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+ "num_heads": 16,
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+ "num_layers": 24,
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+ "output_past": true,
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+ "pad_token_id": 0,
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+ "relative_attention_max_distance": 128,
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+ "relative_attention_num_buckets": 32,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.19.0.dev0",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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