Instructions to use g8a9/roberta-tiny-4l-10M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use g8a9/roberta-tiny-4l-10M with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("fill-mask", model="g8a9/roberta-tiny-4l-10M")# Load model directly from transformers import AutoTokenizer, AutoModelForMaskedLM tokenizer = AutoTokenizer.from_pretrained("g8a9/roberta-tiny-4l-10M") model = AutoModelForMaskedLM.from_pretrained("g8a9/roberta-tiny-4l-10M", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, step 50
Browse files- .gitignore +1 -0
- config.json +27 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- runs/Feb15_23-41-37_monica.sm.unibocconi.it/1676500920.3926218/events.out.tfevents.1676500920.monica.sm.unibocconi.it.1476047.1 +3 -0
- runs/Feb15_23-41-37_monica.sm.unibocconi.it/events.out.tfevents.1676500920.monica.sm.unibocconi.it.1476047.0 +3 -0
- runs/Feb15_23-43-00_monica.sm.unibocconi.it/1676500999.9689746/events.out.tfevents.1676500999.monica.sm.unibocconi.it.1476666.1 +3 -0
- runs/Feb15_23-43-00_monica.sm.unibocconi.it/events.out.tfevents.1676500999.monica.sm.unibocconi.it.1476666.0 +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitignore
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checkpoint-*/
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config.json
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{
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"_name_or_path": "/data1/attanasiog/babylm/roberta-tiny-10M",
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"architectures": [
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"RobertaForMaskedLM"
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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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"classifier_dropout": null,
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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": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 4,
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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": "4.24.0",
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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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}
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merges.txt
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 380407940
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runs/Feb15_23-41-37_monica.sm.unibocconi.it/1676500920.3926218/events.out.tfevents.1676500920.monica.sm.unibocconi.it.1476047.1
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runs/Feb15_23-41-37_monica.sm.unibocconi.it/events.out.tfevents.1676500920.monica.sm.unibocconi.it.1476047.0
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size 3744
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runs/Feb15_23-43-00_monica.sm.unibocconi.it/1676500999.9689746/events.out.tfevents.1676500999.monica.sm.unibocconi.it.1476666.1
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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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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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"unk_token": "<unk>"
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}
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tokenizer.json
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tokenizer_config.json
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"add_prefix_space": false,
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"name_or_path": "/data1/attanasiog/babylm/roberta-tiny-10M",
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"special_tokens_map_file": null,
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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training_args.bin
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oid sha256:bd587968044bf454825342ab6290d516e6bc091b304465e93532653578051cb9
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size 3503
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vocab.json
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