Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- 1_Pooling/config.json +10 -0
- README.md +66 -0
- checkpoint-2586365/1_Pooling/config.json +10 -0
- checkpoint-2586365/README.md +0 -0
- checkpoint-2586365/config.json +26 -0
- checkpoint-2586365/config_sentence_transformers.json +10 -0
- checkpoint-2586365/model.safetensors +3 -0
- checkpoint-2586365/modules.json +14 -0
- checkpoint-2586365/optimizer.pt +3 -0
- checkpoint-2586365/rng_state.pth +3 -0
- checkpoint-2586365/scheduler.pt +3 -0
- checkpoint-2586365/sentence_bert_config.json +4 -0
- checkpoint-2586365/special_tokens_map.json +37 -0
- checkpoint-2586365/tokenizer.json +0 -0
- checkpoint-2586365/tokenizer_config.json +58 -0
- checkpoint-2586365/trainer_state.json +3 -0
- checkpoint-2586365/training_args.bin +3 -0
- checkpoint-2586365/vocab.txt +0 -0
- config.json +26 -0
- config_sentence_transformers.json +10 -0
- model.safetensors +3 -0
- modules.json +14 -0
- runs/Jan15_10-33-45_moro/events.out.tfevents.1736948030.moro.3232.0 +2 -2
- runs/Jan15_10-33-45_moro/events.out.tfevents.1737123121.moro.3232.1 +3 -0
- sentence_bert_config.json +4 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- training_params.json +33 -0
- vocab.txt +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst 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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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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checkpoint-2586365/trainer_state.json filter=lfs diff=lfs merge=lfs -text
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1_Pooling/config.json
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{
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"word_embedding_dimension": 128,
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"pooling_mode_cls_token": false,
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"pooling_mode_mean_tokens": true,
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"pooling_mode_max_tokens": false,
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"pooling_mode_mean_sqrt_len_tokens": false,
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"pooling_mode_weightedmean_tokens": false,
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"pooling_mode_lasttoken": false,
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"include_prompt": true
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}
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README.md
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---
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library_name: sentence-transformers
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tags:
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- sentence-transformers
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- sentence-similarity
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- feature-extraction
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- autotrain
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base_model: cnmoro/micro-bertim
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widget:
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- source_sentence: 'search_query: i love autotrain'
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sentences:
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- 'search_query: huggingface auto train'
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- 'search_query: hugging face auto train'
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- 'search_query: i love autotrain'
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pipeline_tag: sentence-similarity
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datasets:
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- cnmoro/AllTripletsMsMarco-PTBR
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---
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# Model Trained Using AutoTrain
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- Problem type: Sentence Transformers
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## Validation Metrics
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loss: 0.3181200921535492
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cosine_accuracy: 0.8921948650328134
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runtime: 2141.8089
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samples_per_second: 246.442
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steps_per_second: 12.322
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: 1.0
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## Usage
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### Direct Usage (Sentence Transformers)
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First install the Sentence Transformers library:
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```bash
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pip install -U sentence-transformers
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```
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Then you can load this model and run inference.
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```python
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from sentence_transformers import SentenceTransformer
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# Download from the Hugging Face Hub
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model = SentenceTransformer("sentence_transformers_model_id")
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# Run inference
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sentences = [
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'search_query: autotrain',
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'search_query: auto train',
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'search_query: i love autotrain',
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]
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embeddings = model.encode(sentences)
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print(embeddings.shape)
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# Get the similarity scores for the embeddings
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similarities = model.similarity(embeddings, embeddings)
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print(similarities.shape)
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```
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checkpoint-2586365/1_Pooling/config.json
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{
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"word_embedding_dimension": 128,
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"pooling_mode_cls_token": false,
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"pooling_mode_mean_tokens": true,
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"pooling_mode_max_tokens": false,
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"pooling_mode_mean_sqrt_len_tokens": false,
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"pooling_mode_weightedmean_tokens": false,
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"pooling_mode_lasttoken": false,
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"include_prompt": true
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}
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checkpoint-2586365/README.md
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checkpoint-2586365/config.json
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{
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"_name_or_path": "cnmoro/micro-bertim",
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"architectures": [
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"BertModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 128,
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"initializer_range": 0.02,
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"intermediate_size": 256,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 4,
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"num_hidden_layers": 4,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.47.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 29794
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}
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checkpoint-2586365/config_sentence_transformers.json
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{
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"__version__": {
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"sentence_transformers": "3.3.1",
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"transformers": "4.47.1",
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"pytorch": "2.5.1"
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},
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"prompts": {},
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"default_prompt_name": null,
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"similarity_fn_name": "cosine"
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}
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checkpoint-2586365/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 17712216
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checkpoint-2586365/modules.json
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[
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"idx": 0,
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"name": "0",
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"path": "",
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"type": "sentence_transformers.models.Transformer"
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{
|
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"idx": 1,
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"name": "1",
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"path": "1_Pooling",
|
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"type": "sentence_transformers.models.Pooling"
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}
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]
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checkpoint-2586365/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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checkpoint-2586365/rng_state.pth
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checkpoint-2586365/scheduler.pt
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checkpoint-2586365/sentence_bert_config.json
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{
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"max_seq_length": 512,
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"do_lower_case": false
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}
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checkpoint-2586365/special_tokens_map.json
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checkpoint-2586365/tokenizer.json
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checkpoint-2586365/tokenizer_config.json
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
|
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}
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checkpoint-2586365/trainer_state.json
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version https://git-lfs.github.com/spec/v1
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size 18282125
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checkpoint-2586365/training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 5560
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checkpoint-2586365/vocab.txt
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config.json
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{
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"_name_or_path": "cnmoro/micro-bertim",
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"architectures": [
|
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"BertModel"
|
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],
|
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"attention_probs_dropout_prob": 0.1,
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config_sentence_transformers.json
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runs/Jan15_10-33-45_moro/events.out.tfevents.1736948030.moro.3232.0
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tokenizer_config.json
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training_params.json
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vocab.txt
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