Commit From AutoNLP
Browse files- .gitattributes +2 -0
- README.md +32 -0
- config.json +60 -0
- pytorch_model.bin +3 -0
- sample_input.pkl +3 -0
- source.spm +0 -0
- special_tokens_map.json +1 -0
- target.spm +0 -0
- tokenizer_config.json +1 -0
- vocab.json +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.tar.gz filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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tags: autonlp
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language: unk
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widget:
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- text: "I love AutoNLP 🤗"
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datasets:
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- EricPeter/autonlp-data-EN-LUG
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co2_eq_emissions: 133.0219882109991
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---
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# Model Trained Using AutoNLP
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- Problem type: Summarization
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- Model ID: 474612462
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- CO2 Emissions (in grams): 133.0219882109991
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## Validation Metrics
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- Loss: 1.336498737335205
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- Rouge1: 52.5404
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- Rouge2: 31.6639
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- RougeL: 50.1696
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- RougeLsum: 50.3398
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- Gen Len: 39.046
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## Usage
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You can use cURL to access this model:
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```
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$ curl -X POST -H "Authorization: Bearer YOUR_HUGGINGFACE_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoNLP"}' https://api-inference.huggingface.co/EricPeter/autonlp-EN-LUG-474612462
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```
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config.json
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{
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"_name_or_path": "AutoNLP",
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"activation_dropout": 0.0,
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"activation_function": "swish",
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"add_bias_logits": false,
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"add_final_layer_norm": false,
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"architectures": [
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"MarianMTModel"
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],
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"attention_dropout": 0.0,
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"bad_words_ids": [
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[
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64109
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]
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],
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"bos_token_id": 0,
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"classif_dropout": 0.0,
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"classifier_dropout": 0.0,
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"d_model": 512,
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"decoder_attention_heads": 8,
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"decoder_ffn_dim": 2048,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 64109,
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"dropout": 0.1,
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"encoder_attention_heads": 8,
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"encoder_ffn_dim": 2048,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 0,
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"extra_pos_embeddings": 64110,
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"forced_eos_token_id": 0,
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"gradient_checkpointing": false,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"max_length": 512,
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"max_position_embeddings": 512,
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"model_type": "marian",
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"normalize_before": false,
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"normalize_embedding": false,
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"num_beams": 4,
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"num_hidden_layers": 6,
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"pad_token_id": 64109,
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"scale_embedding": true,
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"static_position_embeddings": true,
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"torch_dtype": "float32",
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"transformers_version": "4.8.0",
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"use_cache": true,
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"vocab_size": 64110
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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:f44e58b9530e070329aad082fd4d454b9a0edb08f0980b81a719105fa27eb54e
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size 308192133
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sample_input.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c9434d7ba29371dfa6366aadfb9e4d9c0143c30369b6cd9b4144f27251daab2
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size 434
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source.spm
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Binary file (790 kB). View file
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special_tokens_map.json
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{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
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target.spm
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Binary file (707 kB). View file
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tokenizer_config.json
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{"source_lang": "eng", "target_lang": "mul", "unk_token": "<unk>", "eos_token": "</s>", "pad_token": "<pad>", "model_max_length": 512, "sp_model_kwargs": {}, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "AutoNLP", "tokenizer_class": "MarianTokenizer"}
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vocab.json
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