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Model: mrm8488/spanish-gpt2 Source: Original Platform
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README.md
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---
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language: es
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tags:
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- GPT-2
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datasets:
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- large_spanish_corpus
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widgets:
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- text: "Érase un vez un"
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license: mit
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---
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# Spanish GPT-2 trained on [large_spanish_corpus](https://huggingface.co/datasets/viewer/?dataset=large_spanish_corpus)
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This is a Spanish GPT-2 model trained from scratch on the [large_spanish_corpus](https://huggingface.co/datasets/viewer/?dataset=large_spanish_corpus) aka BETO's corpus with [Flax](https://github.com/google/flax)
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This is part of the
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[Flax/Jax Community Week](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104), organised by [HuggingFace](https://huggingface.co/) and TPU usage sponsored by Google.
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## Dataset
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The dataset is about 20 GB. 95% of the data was used for training and the rest 5% for validation.
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## Metrics (on evaluation dataset)
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- Loss: 2.413
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- Perplexity: 11.36
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## Team members
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- Manuel Romero ([mrm8488](https://huggingface.co/mrm8488))
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- María Grandury ([mariagrandury](https://huggingface.co/))
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- Pablo González de Prado ([Pablogps](https://huggingface.co/Pablogps))
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- Daniel Vera ([daveni](https://huggingface.co/daveni))
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- Sri Lakshmi ([srisweet](https://huggingface.co/srisweet))
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- José Posada ([jdposa](https://huggingface.co/jdposa))
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- Santiago Hincapie ([shpotes](https://huggingface.co/shpotes))
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- Jorge ([jorgealro](https://huggingface.co/jorgealro))
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## Useful links
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- [Community Week timeline](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104#summary-timeline-calendar-6)
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- [Community Week README](https://github.com/huggingface/transformers/blob/master/examples/research_projects/jax-projects/README.md)
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- [Community Week thread](https://discuss.huggingface.co/t/pretrain-gpt2-from-scratch-in-spanish/7086/8)
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added_tokens.json
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{"<|endoftext|>": 50265}
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config.json
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config.json
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{
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"_name_or_path": "/content/spanish-gpt2",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.0,
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"bos_token_id": 50256,
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"embd_pdrop": 0.0,
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"eos_token_id": 50256,
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"gradient_checkpointing": false,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_head": 12,
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"torch_dtype": "float32",
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"use_cache": true,
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}
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{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "special_tokens_map_file": null, "name_or_path": "mrm8488/spanish-gpt2", "tokenizer_class": "GPT2Tokenizer"}
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vocab.json
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