Add gpt4-openai-classify/bart
Browse files- gpt4-openai-classify/bart/p3/sigma3/finetuned/config.json +44 -0
- gpt4-openai-classify/bart/p3/sigma3/finetuned/model.safetensors +3 -0
- gpt4-openai-classify/bart/p3/sigma3/not_finetuned/config.json +44 -0
- gpt4-openai-classify/bart/p3/sigma3/not_finetuned/model.safetensors +3 -0
- gpt4-openai-classify/bart/p3/sigma5/finetuned/config.json +44 -0
- gpt4-openai-classify/bart/p3/sigma5/finetuned/model.safetensors +3 -0
- gpt4-openai-classify/bart/p3/sigma5/not_finetuned/config.json +44 -0
- gpt4-openai-classify/bart/p3/sigma5/not_finetuned/model.safetensors +3 -0
- gpt4-openai-classify/bart/p5/sigma3/finetuned/config.json +48 -0
- gpt4-openai-classify/bart/p5/sigma3/finetuned/model.safetensors +3 -0
- gpt4-openai-classify/bart/p5/sigma3/not_finetuned/config.json +48 -0
- gpt4-openai-classify/bart/p5/sigma3/not_finetuned/model.safetensors +3 -0
- gpt4-openai-classify/bart/p5/sigma5/finetuned/config.json +48 -0
- gpt4-openai-classify/bart/p5/sigma5/finetuned/model.safetensors +3 -0
- gpt4-openai-classify/bart/p5/sigma5/not_finetuned/config.json +48 -0
- gpt4-openai-classify/bart/p5/sigma5/not_finetuned/model.safetensors +3 -0
gpt4-openai-classify/bart/p3/sigma3/finetuned/config.json
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{
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"mllmsent_format": 1,
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"spec_id": "openai-bart-p3-sigma3",
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"qualified_id": "finetuning/openai-bart-p3-sigma3",
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"track": "finetuning",
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"base_model": "facebook/bart-large-mnli",
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"caption_mllm": "openai",
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"text_backbone": "bart",
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"problem": "p3",
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"sigma": 3,
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"fine_tuning": "finetuned",
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"frozen_backbone": false,
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"num_classes": 3,
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"id2label": {
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"1": "Negative",
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"0": "Neutral",
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"2": "Positive"
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},
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"label2id": {
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"Negative": 1,
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"Neutral": 0,
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"Positive": 2
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},
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"max_len": 512,
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"learning_rate": 1e-05,
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"batch_size": 8,
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| 27 |
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"torch_dtype": "float16",
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"source_checkpoint": "best_checkpoint_gpt4-openai-classify_bart_p3_sigma3_finetuned.pt",
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"source_sha256": "db1f66a3cce79263d0397f2c391c70c00dbf487e83d48fc0f4e913456e0d7495",
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"tied_weights": {
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| 31 |
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"model.encoder.embed_tokens.weight": "model.shared.weight",
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"model.decoder.embed_tokens.weight": "model.shared.weight"
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},
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"kfold_f1": [
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0.758473,
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0.764094,
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0.747472,
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0.763392,
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0.765619
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],
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"mean_f1": 0.75981,
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"mean_accuracy": 0.754495,
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| 43 |
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"folds": 5
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}
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gpt4-openai-classify/bart/p3/sigma3/finetuned/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f6f94d2f00dbbc7cc82380c688d432f806ee3671a66f5521670a7575e0768e28
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size 814748342
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gpt4-openai-classify/bart/p3/sigma3/not_finetuned/config.json
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{
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"mllmsent_format": 1,
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"spec_id": "openai-bart-p3-sigma3",
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"qualified_id": "not-finetuning/openai-bart-p3-sigma3",
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"track": "not-finetuning",
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"base_model": "facebook/bart-large-mnli",
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"caption_mllm": "openai",
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"text_backbone": "bart",
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"problem": "p3",
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"sigma": 3,
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"fine_tuning": "not_finetuned",
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"frozen_backbone": true,
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"num_classes": 3,
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"id2label": {
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"1": "Negative",
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"0": "Neutral",
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"2": "Positive"
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},
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"label2id": {
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"Negative": 1,
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"Neutral": 0,
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"Positive": 2
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},
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"max_len": 512,
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| 25 |
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"learning_rate": 0.001,
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"batch_size": 32,
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| 27 |
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"torch_dtype": "float16",
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| 28 |
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"source_checkpoint": "best_checkpoint_gpt4-openai-classify_bart_p3_sigma3_not_finetuned.pt",
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| 29 |
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"source_sha256": "ea02f50e1bb07a9b56bae1b15cbab1ec6499c46b7bf946b2b5aa09b8e2a73933",
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| 30 |
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"tied_weights": {
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| 31 |
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"model.encoder.embed_tokens.weight": "model.shared.weight",
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"model.decoder.embed_tokens.weight": "model.shared.weight"
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},
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"kfold_f1": [
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0.661279,
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0.622339,
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0.68953,
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0.635706,
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0.637003
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],
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"mean_f1": 0.649171,
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"mean_accuracy": 0.649501,
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"folds": 5
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}
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gpt4-openai-classify/bart/p3/sigma3/not_finetuned/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a7d1e56e28d2bc34a931cd4c1792f01272b73ddc86a20717ff36872e3508596e
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size 814748342
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gpt4-openai-classify/bart/p3/sigma5/finetuned/config.json
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{
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"mllmsent_format": 1,
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"spec_id": "openai-bart-p3-sigma5",
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| 4 |
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"qualified_id": "finetuning/openai-bart-p3-sigma5",
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| 5 |
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"track": "finetuning",
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| 6 |
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"base_model": "facebook/bart-large-mnli",
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| 7 |
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"caption_mllm": "openai",
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| 8 |
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"text_backbone": "bart",
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| 9 |
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"problem": "p3",
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| 10 |
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"sigma": 5,
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| 11 |
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"fine_tuning": "finetuned",
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| 12 |
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"frozen_backbone": false,
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| 13 |
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"num_classes": 3,
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| 14 |
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"id2label": {
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| 15 |
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"1": "Negative",
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| 16 |
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"0": "Neutral",
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| 17 |
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"2": "Positive"
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| 18 |
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},
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| 19 |
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"label2id": {
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| 20 |
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"Negative": 1,
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| 21 |
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"Neutral": 0,
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| 22 |
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"Positive": 2
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| 23 |
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},
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| 24 |
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"max_len": 512,
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| 25 |
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"learning_rate": 1e-05,
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| 26 |
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"batch_size": 8,
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| 27 |
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"torch_dtype": "float16",
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| 28 |
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"source_checkpoint": "best_checkpoint_openai_bart_p3_sigma5_finetuned.pt",
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| 29 |
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"source_sha256": "653d5e2a3bb24f7fc0fecd1c04719ac5ff927d9a0ef83ce5975fcf3839f75b1b",
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| 30 |
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"tied_weights": {
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| 31 |
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"model.encoder.embed_tokens.weight": "model.shared.weight",
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| 32 |
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"model.decoder.embed_tokens.weight": "model.shared.weight"
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| 33 |
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},
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| 34 |
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"kfold_f1": [
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| 35 |
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0.97251,
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| 36 |
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0.961781,
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| 37 |
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0.95799,
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| 38 |
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0.925794,
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| 39 |
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0.948026
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| 40 |
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],
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| 41 |
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"mean_f1": 0.95322,
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| 42 |
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"mean_accuracy": 0.954732,
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| 43 |
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"folds": 5
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| 44 |
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}
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gpt4-openai-classify/bart/p3/sigma5/finetuned/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e64c7895b2c3fdcfe0e4a26369b3321c44fe95efd5353b7df0ea12d4582f25f
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+
size 814748342
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gpt4-openai-classify/bart/p3/sigma5/not_finetuned/config.json
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{
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"mllmsent_format": 1,
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| 3 |
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"spec_id": "openai-bart-p3-sigma5",
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| 4 |
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"qualified_id": "not-finetuning/openai-bart-p3-sigma5",
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| 5 |
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"track": "not-finetuning",
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| 6 |
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"base_model": "facebook/bart-large-mnli",
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| 7 |
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"caption_mllm": "openai",
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| 8 |
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"text_backbone": "bart",
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| 9 |
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"problem": "p3",
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| 10 |
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"sigma": 5,
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| 11 |
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"fine_tuning": "not_finetuned",
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| 12 |
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"frozen_backbone": true,
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| 13 |
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"num_classes": 3,
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| 14 |
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"id2label": {
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| 15 |
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"1": "Negative",
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| 16 |
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"0": "Neutral",
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| 17 |
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"2": "Positive"
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| 18 |
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},
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| 19 |
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"label2id": {
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| 20 |
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"Negative": 1,
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| 21 |
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"Neutral": 0,
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| 22 |
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"Positive": 2
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| 23 |
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},
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| 24 |
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"max_len": 512,
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| 25 |
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"learning_rate": 0.001,
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| 26 |
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"batch_size": 32,
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| 27 |
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"torch_dtype": "float16",
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| 28 |
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"source_checkpoint": "best_checkpoint_gpt4-openai-classify_bart_p3_sigma5_not_finetuned.pt",
|
| 29 |
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"source_sha256": "82ffe41dbb4d43fac3a69d69c1f74568a77c2856fdf0a40985198b19197f1431",
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| 30 |
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"tied_weights": {
|
| 31 |
+
"model.encoder.embed_tokens.weight": "model.shared.weight",
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| 32 |
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"model.decoder.embed_tokens.weight": "model.shared.weight"
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| 33 |
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},
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| 34 |
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"kfold_f1": [
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| 35 |
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0.878173,
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| 36 |
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0.823157,
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| 37 |
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0.855997,
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| 38 |
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0.855531,
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| 39 |
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0.858652
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| 40 |
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],
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| 41 |
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"mean_f1": 0.854302,
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| 42 |
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"mean_accuracy": 0.854088,
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| 43 |
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"folds": 5
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| 44 |
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}
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gpt4-openai-classify/bart/p3/sigma5/not_finetuned/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:82a2aea0273ccc741ba1abd5c18eb4f803eedb309b5b8a20d6590d5380825c2c
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| 3 |
+
size 814748342
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gpt4-openai-classify/bart/p5/sigma3/finetuned/config.json
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{
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| 2 |
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"mllmsent_format": 1,
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| 3 |
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"spec_id": "openai-bart-p5-sigma3",
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| 4 |
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"qualified_id": "finetuning/openai-bart-p5-sigma3",
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| 5 |
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"track": "finetuning",
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| 6 |
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"base_model": "facebook/bart-large-mnli",
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| 7 |
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"caption_mllm": "openai",
|
| 8 |
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"text_backbone": "bart",
|
| 9 |
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"problem": "p5",
|
| 10 |
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"sigma": 3,
|
| 11 |
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"fine_tuning": "finetuned",
|
| 12 |
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"frozen_backbone": false,
|
| 13 |
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"num_classes": 5,
|
| 14 |
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"id2label": {
|
| 15 |
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"0": "Negative",
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| 16 |
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"1": "SlightlyNegative",
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| 17 |
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"2": "Neutral",
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| 18 |
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"3": "SlightlyPositive",
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| 19 |
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"4": "Positive"
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| 20 |
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},
|
| 21 |
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"label2id": {
|
| 22 |
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"Negative": 0,
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| 23 |
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"SlightlyNegative": 1,
|
| 24 |
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"Neutral": 2,
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| 25 |
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"SlightlyPositive": 3,
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| 26 |
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"Positive": 4
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| 27 |
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},
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| 28 |
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"max_len": 512,
|
| 29 |
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"learning_rate": 1e-05,
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| 30 |
+
"batch_size": 8,
|
| 31 |
+
"torch_dtype": "float16",
|
| 32 |
+
"source_checkpoint": "best_checkpoint_gpt4-openai-classify_bart_p5_sigma3_finetuned.pt",
|
| 33 |
+
"source_sha256": "8c4276071c2d9efdad9c005663648f2b31b5dc14071f2d612ce4e303b4f01f53",
|
| 34 |
+
"tied_weights": {
|
| 35 |
+
"model.encoder.embed_tokens.weight": "model.shared.weight",
|
| 36 |
+
"model.decoder.embed_tokens.weight": "model.shared.weight"
|
| 37 |
+
},
|
| 38 |
+
"kfold_f1": [
|
| 39 |
+
0.564706,
|
| 40 |
+
0.530988,
|
| 41 |
+
0.589106,
|
| 42 |
+
0.587211,
|
| 43 |
+
0.532044
|
| 44 |
+
],
|
| 45 |
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"mean_f1": 0.560811,
|
| 46 |
+
"mean_accuracy": 0.560449,
|
| 47 |
+
"folds": 5
|
| 48 |
+
}
|
gpt4-openai-classify/bart/p5/sigma3/finetuned/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:7d9a4cdb279f5b9e0900461ccd6b0994ee725d6757ea02e28e9e8d66f90f0b61
|
| 3 |
+
size 814752442
|
gpt4-openai-classify/bart/p5/sigma3/not_finetuned/config.json
ADDED
|
@@ -0,0 +1,48 @@
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"mllmsent_format": 1,
|
| 3 |
+
"spec_id": "openai-bart-p5-sigma3",
|
| 4 |
+
"qualified_id": "not-finetuning/openai-bart-p5-sigma3",
|
| 5 |
+
"track": "not-finetuning",
|
| 6 |
+
"base_model": "facebook/bart-large-mnli",
|
| 7 |
+
"caption_mllm": "openai",
|
| 8 |
+
"text_backbone": "bart",
|
| 9 |
+
"problem": "p5",
|
| 10 |
+
"sigma": 3,
|
| 11 |
+
"fine_tuning": "not_finetuned",
|
| 12 |
+
"frozen_backbone": true,
|
| 13 |
+
"num_classes": 5,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "Negative",
|
| 16 |
+
"1": "SlightlyNegative",
|
| 17 |
+
"2": "Neutral",
|
| 18 |
+
"3": "SlightlyPositive",
|
| 19 |
+
"4": "Positive"
|
| 20 |
+
},
|
| 21 |
+
"label2id": {
|
| 22 |
+
"Negative": 0,
|
| 23 |
+
"SlightlyNegative": 1,
|
| 24 |
+
"Neutral": 2,
|
| 25 |
+
"SlightlyPositive": 3,
|
| 26 |
+
"Positive": 4
|
| 27 |
+
},
|
| 28 |
+
"max_len": 512,
|
| 29 |
+
"learning_rate": 0.001,
|
| 30 |
+
"batch_size": 32,
|
| 31 |
+
"torch_dtype": "float16",
|
| 32 |
+
"source_checkpoint": "best_checkpoint_gpt4-openai-classify_bart_p5_sigma3_not_finetuned.pt",
|
| 33 |
+
"source_sha256": "497713a1a8c5667e1ce8f9bdd847b02aa2557bfbfe63654355e84088c0ad842f",
|
| 34 |
+
"tied_weights": {
|
| 35 |
+
"model.encoder.embed_tokens.weight": "model.shared.weight",
|
| 36 |
+
"model.decoder.embed_tokens.weight": "model.shared.weight"
|
| 37 |
+
},
|
| 38 |
+
"kfold_f1": [
|
| 39 |
+
0.385482,
|
| 40 |
+
0.445054,
|
| 41 |
+
0.389977,
|
| 42 |
+
0.42562,
|
| 43 |
+
0.359881
|
| 44 |
+
],
|
| 45 |
+
"mean_f1": 0.401203,
|
| 46 |
+
"mean_accuracy": 0.4331,
|
| 47 |
+
"folds": 5
|
| 48 |
+
}
|
gpt4-openai-classify/bart/p5/sigma3/not_finetuned/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1698e6453077f122820895639d2c95e7999bbdbd4ad1096a943079e17164413c
|
| 3 |
+
size 814752442
|
gpt4-openai-classify/bart/p5/sigma5/finetuned/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
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|
|
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|
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|
|
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|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"mllmsent_format": 1,
|
| 3 |
+
"spec_id": "openai-bart-p5-sigma5",
|
| 4 |
+
"qualified_id": "finetuning/openai-bart-p5-sigma5",
|
| 5 |
+
"track": "finetuning",
|
| 6 |
+
"base_model": "facebook/bart-large-mnli",
|
| 7 |
+
"caption_mllm": "openai",
|
| 8 |
+
"text_backbone": "bart",
|
| 9 |
+
"problem": "p5",
|
| 10 |
+
"sigma": 5,
|
| 11 |
+
"fine_tuning": "finetuned",
|
| 12 |
+
"frozen_backbone": false,
|
| 13 |
+
"num_classes": 5,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "Negative",
|
| 16 |
+
"1": "SlightlyNegative",
|
| 17 |
+
"2": "Neutral",
|
| 18 |
+
"3": "SlightlyPositive",
|
| 19 |
+
"4": "Positive"
|
| 20 |
+
},
|
| 21 |
+
"label2id": {
|
| 22 |
+
"Negative": 0,
|
| 23 |
+
"SlightlyNegative": 1,
|
| 24 |
+
"Neutral": 2,
|
| 25 |
+
"SlightlyPositive": 3,
|
| 26 |
+
"Positive": 4
|
| 27 |
+
},
|
| 28 |
+
"max_len": 512,
|
| 29 |
+
"learning_rate": 1e-05,
|
| 30 |
+
"batch_size": 8,
|
| 31 |
+
"torch_dtype": "float16",
|
| 32 |
+
"source_checkpoint": "best_checkpoint_gpt4-openai-classify_bart_p5_sigma5_finetuned.pt",
|
| 33 |
+
"source_sha256": "c50745b85dc9c67ee8995aa354993218db2a92b8d5c3c1d9682da70dabf2142e",
|
| 34 |
+
"tied_weights": {
|
| 35 |
+
"model.encoder.embed_tokens.weight": "model.shared.weight",
|
| 36 |
+
"model.decoder.embed_tokens.weight": "model.shared.weight"
|
| 37 |
+
},
|
| 38 |
+
"kfold_f1": [
|
| 39 |
+
0.797111,
|
| 40 |
+
0.748016,
|
| 41 |
+
0.843108,
|
| 42 |
+
0.916827,
|
| 43 |
+
0.814065
|
| 44 |
+
],
|
| 45 |
+
"mean_f1": 0.823825,
|
| 46 |
+
"mean_accuracy": 0.840449,
|
| 47 |
+
"folds": 5
|
| 48 |
+
}
|
gpt4-openai-classify/bart/p5/sigma5/finetuned/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ad009a8e7cf3aa9741579f7fe7cdd06f41df9b88310fddfd8d6212fb9f0d3f6c
|
| 3 |
+
size 814752442
|
gpt4-openai-classify/bart/p5/sigma5/not_finetuned/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
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|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"mllmsent_format": 1,
|
| 3 |
+
"spec_id": "openai-bart-p5-sigma5",
|
| 4 |
+
"qualified_id": "not-finetuning/openai-bart-p5-sigma5",
|
| 5 |
+
"track": "not-finetuning",
|
| 6 |
+
"base_model": "facebook/bart-large-mnli",
|
| 7 |
+
"caption_mllm": "openai",
|
| 8 |
+
"text_backbone": "bart",
|
| 9 |
+
"problem": "p5",
|
| 10 |
+
"sigma": 5,
|
| 11 |
+
"fine_tuning": "not_finetuned",
|
| 12 |
+
"frozen_backbone": true,
|
| 13 |
+
"num_classes": 5,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "Negative",
|
| 16 |
+
"1": "SlightlyNegative",
|
| 17 |
+
"2": "Neutral",
|
| 18 |
+
"3": "SlightlyPositive",
|
| 19 |
+
"4": "Positive"
|
| 20 |
+
},
|
| 21 |
+
"label2id": {
|
| 22 |
+
"Negative": 0,
|
| 23 |
+
"SlightlyNegative": 1,
|
| 24 |
+
"Neutral": 2,
|
| 25 |
+
"SlightlyPositive": 3,
|
| 26 |
+
"Positive": 4
|
| 27 |
+
},
|
| 28 |
+
"max_len": 512,
|
| 29 |
+
"learning_rate": 0.001,
|
| 30 |
+
"batch_size": 32,
|
| 31 |
+
"torch_dtype": "float16",
|
| 32 |
+
"source_checkpoint": "best_checkpoint_gpt4-openai-classify_bart_p5_sigma5_not_finetuned.pt",
|
| 33 |
+
"source_sha256": "62eaeccfa16455ec296b009d583e262915900824c4807c2630c066b6d8317803",
|
| 34 |
+
"tied_weights": {
|
| 35 |
+
"model.encoder.embed_tokens.weight": "model.shared.weight",
|
| 36 |
+
"model.decoder.embed_tokens.weight": "model.shared.weight"
|
| 37 |
+
},
|
| 38 |
+
"kfold_f1": [
|
| 39 |
+
0.520627,
|
| 40 |
+
0.553186,
|
| 41 |
+
0.684616,
|
| 42 |
+
0.656273,
|
| 43 |
+
0.616991
|
| 44 |
+
],
|
| 45 |
+
"mean_f1": 0.606339,
|
| 46 |
+
"mean_accuracy": 0.588764,
|
| 47 |
+
"folds": 5
|
| 48 |
+
}
|
gpt4-openai-classify/bart/p5/sigma5/not_finetuned/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:873bf4f30f9ee10cc92118e4382ade119cf6ee373e0df9b4b35246bf693c0a7d
|
| 3 |
+
size 814752442
|