Text Classification
Transformers
PyTorch
Safetensors
Portuguese
llama
hate-speech
text-embeddings-inference
Instructions to use nicholasKluge/TeenyTinyLlama-460m-AgNews with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nicholasKluge/TeenyTinyLlama-460m-AgNews with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="nicholasKluge/TeenyTinyLlama-460m-AgNews")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("nicholasKluge/TeenyTinyLlama-460m-AgNews") model = AutoModelForSequenceClassification.from_pretrained("nicholasKluge/TeenyTinyLlama-460m-AgNews") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +41 -0
- model.safetensors +3 -0
- runs/Jan15_23-59-27_2b7a356a3869/events.out.tfevents.1705363170.2b7a356a3869.752.0 +3 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +51 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"_name_or_path": "nicholasKluge/TeenyTinyLlama-460m",
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"architectures": [
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"LlamaForSequenceClassification"
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],
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"attention_bias": false,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 1024,
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"id2label": {
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"0": "MUNDO",
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"1": "ESPORTES",
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"2": "NEG\u00d3CIOS",
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"3": "TECNOLOGIA"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"ESPORTES": 1,
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"MUNDO": 0,
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"NEG\u00d3CIOS": 2,
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"TECNOLOGIA": 3
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},
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"max_position_embeddings": 2048,
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"model_type": "llama",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"num_key_value_heads": 16,
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"pad_token_id": 3,
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"pretraining_tp": 1,
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"problem_type": "single_label_classification",
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"use_cache": false,
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"vocab_size": 32000
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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 sha256:88d4ab50c2845f8ffb457b2ff781a6f632076563c750473255dfdb0667a74881
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size 1741926752
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runs/Jan15_23-59-27_2b7a356a3869/events.out.tfevents.1705363170.2b7a356a3869.752.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:cb99e7ffd3ba3b0df3d70c509954dcddc1f62383bae45b5cc303d00bee8b07df
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size 7164
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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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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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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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": {
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"content": "<pad>",
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"lstrip": false,
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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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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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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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}
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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
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"bos_token_id": 1,
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"eos_token_id": 2,
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"legacy": false,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"pad_token_id": 3,
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"padding_side": "right",
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"unk_token_id": 0,
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"use_default_system_prompt": false
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}
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:6387170831b2161f306a7ee3cc47dc0a8355b69d7ffac9de57fac8a6235312e2
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size 4664
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