Instructions to use bms18/model_checkpoint with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use bms18/model_checkpoint with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="bms18/model_checkpoint")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("bms18/model_checkpoint") model = AutoModelForSequenceClassification.from_pretrained("bms18/model_checkpoint", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Training in progress, epoch 1
Browse files- config.json +5 -11
- model.safetensors +2 -2
- runs/Jul28_16-53-18_DESKTOP-M4AOP5S/events.out.tfevents.1722181999.DESKTOP-M4AOP5S.15308.0 +3 -0
- runs/Jul28_16-56-32_DESKTOP-M4AOP5S/events.out.tfevents.1722182193.DESKTOP-M4AOP5S.15308.1 +3 -0
- runs/Jul28_16-57-48_DESKTOP-M4AOP5S/events.out.tfevents.1722182268.DESKTOP-M4AOP5S.15308.2 +3 -0
- tokenizer_config.json +1 -1
- training_args.bin +1 -1
config.json
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{
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"_name_or_path": "facebook/
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"architectures": [
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"EsmForSequenceClassification"
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],
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"esmfold_config": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size":
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"id2label": {
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"0": "LABEL_0"
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},
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"initializer_range": 0.02,
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"intermediate_size":
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"is_folding_model": false,
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"label2id": {
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"LABEL_0": 0
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},
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"layer_norm_eps": 1e-05,
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"mask_token_id": 32,
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"max_position_embeddings": 1026,
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"model_type": "esm",
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"num_attention_heads": 20,
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"num_hidden_layers":
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"pad_token_id": 1,
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"position_embedding_type": "rotary",
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"problem_type": "
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"token_dropout": true,
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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{
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"_name_or_path": "facebook/esm2_t6_8M_UR50D",
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"architectures": [
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"EsmForSequenceClassification"
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],
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"esmfold_config": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 320,
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"initializer_range": 0.02,
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"intermediate_size": 1280,
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"is_folding_model": false,
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"layer_norm_eps": 1e-05,
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"mask_token_id": 32,
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"max_position_embeddings": 1026,
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"model_type": "esm",
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"num_attention_heads": 20,
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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"position_embedding_type": "rotary",
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"problem_type": "multi_label_classification",
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"token_dropout": true,
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:baa8b862aedecaf6669617f3456b04b9e435007f0142a00713c42b85839b81e6
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size 31375788
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runs/Jul28_16-53-18_DESKTOP-M4AOP5S/events.out.tfevents.1722181999.DESKTOP-M4AOP5S.15308.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:717ce87c3769811709136f7fd975879bef597f33efb483b48b21d1f9d713f8ea
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size 4682
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runs/Jul28_16-56-32_DESKTOP-M4AOP5S/events.out.tfevents.1722182193.DESKTOP-M4AOP5S.15308.1
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oid sha256:292395bf7ff036950308c2916e3ed55d3c3ac8e19f7e23d446fa17b7e2380bee
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size 4682
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runs/Jul28_16-57-48_DESKTOP-M4AOP5S/events.out.tfevents.1722182268.DESKTOP-M4AOP5S.15308.2
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oid sha256:3c26c67baca49a913ab0da9f872c9d038b7c224db58983d56f4d7aa8652710f8
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size 5063
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tokenizer_config.json
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"cls_token": "<cls>",
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"eos_token": "<eos>",
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"mask_token": "<mask>",
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"model_max_length":
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"pad_token": "<pad>",
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"tokenizer_class": "EsmTokenizer",
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"unk_token": "<unk>"
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"cls_token": "<cls>",
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"eos_token": "<eos>",
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"mask_token": "<mask>",
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"model_max_length": 1024,
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"pad_token": "<pad>",
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"tokenizer_class": "EsmTokenizer",
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"unk_token": "<unk>"
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 4920
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version https://git-lfs.github.com/spec/v1
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oid sha256:2bc7710f28812e5cf9aa4f21eaaf3b29d23d5b2d114f3540a929acde9323c200
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size 4920
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