Instructions to use Surpem/Sarden1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Surpem/Sarden1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="Surpem/Sarden1")# Load model directly from transformers import Sarden1 model = Sarden1.from_pretrained("Surpem/Sarden1", dtype="auto") - Notebooks
- Google Colab
- Kaggle
Add files using upload-large-folder tool
Browse files- config.json +72 -0
- label_map.json +56 -0
- model.safetensors +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +13 -0
config.json
ADDED
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@@ -0,0 +1,72 @@
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{
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"model_type": "sarden1",
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"architectures": [
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"Sarden1"
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],
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"vocab_size": 50257,
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"hidden_size": 1024,
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"num_hidden_layers": 18,
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"num_q_heads": 16,
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"num_kv_heads": 4,
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"ffn_multiplier": 2.667,
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"max_position_embeddings": 128,
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"rope_theta": 500000.0,
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"dropout": 0.05,
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"num_labels": 25,
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"label2id": {
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"O": 0,
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"B-PERSON": 1,
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"I-PERSON": 2,
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"B-EMAIL": 3,
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"I-EMAIL": 4,
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"B-PHONE": 5,
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"I-PHONE": 6,
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"B-ADDRESS": 7,
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"I-ADDRESS": 8,
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"B-SSN": 9,
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"I-SSN": 10,
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"B-CREDITCARD": 11,
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"I-CREDITCARD": 12,
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"B-IP": 13,
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"I-IP": 14,
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"B-DATE": 15,
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"I-DATE": 16,
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"B-ORG": 17,
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"I-ORG": 18,
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"B-USERNAME": 19,
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"I-USERNAME": 20,
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"B-PASSPORT": 21,
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"I-PASSPORT": 22,
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"B-DRIVERSLICENSE": 23,
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"I-DRIVERSLICENSE": 24
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},
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"id2label": {
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"0": "O",
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"1": "B-PERSON",
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"2": "I-PERSON",
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"3": "B-EMAIL",
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"4": "I-EMAIL",
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"5": "B-PHONE",
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"6": "I-PHONE",
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"7": "B-ADDRESS",
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"8": "I-ADDRESS",
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"9": "B-SSN",
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"10": "I-SSN",
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"11": "B-CREDITCARD",
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"12": "I-CREDITCARD",
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"13": "B-IP",
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"14": "I-IP",
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"15": "B-DATE",
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"16": "I-DATE",
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"17": "B-ORG",
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"18": "I-ORG",
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"19": "B-USERNAME",
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"20": "I-USERNAME",
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"21": "B-PASSPORT",
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"22": "I-PASSPORT",
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"23": "B-DRIVERSLICENSE",
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"24": "I-DRIVERSLICENSE"
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},
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"val_loss": 0.001700466678647155,
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"torch_dtype": "bfloat16"
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}
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label_map.json
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{
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"label2id": {
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"O": 0,
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"B-PERSON": 1,
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"I-PERSON": 2,
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"B-EMAIL": 3,
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"I-EMAIL": 4,
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"B-PHONE": 5,
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"I-PHONE": 6,
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"B-ADDRESS": 7,
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"I-ADDRESS": 8,
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"B-SSN": 9,
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"I-SSN": 10,
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"B-CREDITCARD": 11,
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"I-CREDITCARD": 12,
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"B-IP": 13,
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"I-IP": 14,
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"B-DATE": 15,
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"I-DATE": 16,
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"B-ORG": 17,
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"I-ORG": 18,
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"B-USERNAME": 19,
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"I-USERNAME": 20,
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"B-PASSPORT": 21,
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"I-PASSPORT": 22,
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"B-DRIVERSLICENSE": 23,
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"I-DRIVERSLICENSE": 24
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},
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"id2label": {
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"0": "O",
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"1": "B-PERSON",
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"2": "I-PERSON",
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"3": "B-EMAIL",
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"4": "I-EMAIL",
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"5": "B-PHONE",
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"6": "I-PHONE",
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"7": "B-ADDRESS",
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"8": "I-ADDRESS",
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"9": "B-SSN",
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| 40 |
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"10": "I-SSN",
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"11": "B-CREDITCARD",
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| 42 |
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"12": "I-CREDITCARD",
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"13": "B-IP",
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"14": "I-IP",
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"15": "B-DATE",
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"16": "I-DATE",
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"17": "B-ORG",
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"18": "I-ORG",
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"19": "B-USERNAME",
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"20": "I-USERNAME",
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"21": "B-PASSPORT",
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"22": "I-PASSPORT",
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"23": "B-DRIVERSLICENSE",
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"24": "I-DRIVERSLICENSE"
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}
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d46db240796db464b20bc4dbc93096fab2844ef01255e4e7f2312d833cd2d2a
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size 1003569304
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
ADDED
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@@ -0,0 +1,13 @@
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{
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"add_prefix_space": false,
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| 3 |
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"backend": "tokenizers",
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| 4 |
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"bos_token": "<|endoftext|>",
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| 5 |
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"eos_token": "<|endoftext|>",
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| 6 |
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"errors": "replace",
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| 7 |
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"is_local": false,
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| 8 |
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"local_files_only": false,
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| 9 |
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"model_max_length": 1024,
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| 10 |
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"pad_token": "<|endoftext|>",
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| 11 |
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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| 13 |
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}
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