Add minigpt4-classify/bart

minigpt4-classify/bart/p3/sigma3/finetuned/config.json

@@ -0,0 +1,44 @@
+{
+  "mllmsent_format": 1,
+  "spec_id": "minigpt4-bart-p3-sigma3",
+  "qualified_id": "finetuning/minigpt4-bart-p3-sigma3",
+  "track": "finetuning",
+  "base_model": "facebook/bart-large-mnli",
+  "caption_mllm": "minigpt4",
+  "text_backbone": "bart",
+  "problem": "p3",
+  "sigma": 3,
+  "fine_tuning": "finetuned",
+  "frozen_backbone": false,
+  "num_classes": 3,
+  "id2label": {
+    "1": "Negative",
+    "0": "Neutral",
+    "2": "Positive"
+  },
+  "label2id": {
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+    "Neutral": 0,
+    "Positive": 2
+  },
+  "max_len": 512,
+  "learning_rate": 1e-05,
+  "batch_size": 8,
+  "torch_dtype": "float16",
+  "source_checkpoint": "best_checkpoint_minigpt4-classify_bart_p3_sigma3_finetuned.pt",
+  "source_sha256": "6c776115184cfd56a3fd6f2cf5ad89d7b66327cd3151b40e96855bd84393a199",
+  "tied_weights": {
+    "model.encoder.embed_tokens.weight": "model.shared.weight",
+    "model.decoder.embed_tokens.weight": "model.shared.weight"
+  },
+  "kfold_f1": [
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+    0.671846,
+    0.678858,
+    0.69775,
+    0.714538
+  ],
+  "mean_f1": 0.690672,
+  "mean_accuracy": 0.691898,
+  "folds": 5
+}

minigpt4-classify/bart/p3/sigma3/finetuned/model.safetensors

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minigpt4-classify/bart/p3/sigma3/not_finetuned/config.json

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+{
+  "mllmsent_format": 1,
+  "spec_id": "minigpt4-bart-p3-sigma3",
+  "qualified_id": "not-finetuning/minigpt4-bart-p3-sigma3",
+  "track": "not-finetuning",
+  "base_model": "facebook/bart-large-mnli",
+  "caption_mllm": "minigpt4",
+  "text_backbone": "bart",
+  "problem": "p3",
+  "sigma": 3,
+  "fine_tuning": "not_finetuned",
+  "frozen_backbone": true,
+  "num_classes": 3,
+  "id2label": {
+    "1": "Negative",
+    "0": "Neutral",
+    "2": "Positive"
+  },
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+    "Neutral": 0,
+    "Positive": 2
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+  "max_len": 512,
+  "learning_rate": 0.001,
+  "batch_size": 32,
+  "torch_dtype": "float16",
+  "source_checkpoint": "best_checkpoint_minigpt4-classify_bart_p3_sigma3_not_finetuned.pt",
+  "source_sha256": "231703f9b9242f52e5a69a2e7ac25817e72ce52ca50402808b502152ec2a6ea5",
+  "tied_weights": {
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+    "model.decoder.embed_tokens.weight": "model.shared.weight"
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+  "kfold_f1": [
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+  "mean_f1": 0.594096,
+  "mean_accuracy": 0.591121,
+  "folds": 5
+}

minigpt4-classify/bart/p3/sigma3/not_finetuned/model.safetensors

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minigpt4-classify/bart/p3/sigma5/not_finetuned/config.json

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+{
+  "mllmsent_format": 1,
+  "spec_id": "minigpt4-bart-p3-sigma5",
+  "qualified_id": "not-finetuning/minigpt4-bart-p3-sigma5",
+  "track": "not-finetuning",
+  "base_model": "facebook/bart-large-mnli",
+  "caption_mllm": "minigpt4",
+  "text_backbone": "bart",
+  "problem": "p3",
+  "sigma": 5,
+  "fine_tuning": "not_finetuned",
+  "frozen_backbone": true,
+  "num_classes": 3,
+  "id2label": {
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+    "0": "Neutral",
+    "2": "Positive"
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+  "max_len": 512,
+  "learning_rate": 0.001,
+  "batch_size": 32,
+  "torch_dtype": "float16",
+  "source_checkpoint": "best_checkpoint_minigpt4-classify_bart_p3_sigma5_not_finetuned.pt",
+  "source_sha256": "f80cca39ac2ca7bdeb4117d206aec4d8fcc640aacedaecfbda417be5f880f2f5",
+  "tied_weights": {
+    "model.encoder.embed_tokens.weight": "model.shared.weight",
+    "model.decoder.embed_tokens.weight": "model.shared.weight"
+  }
+}

minigpt4-classify/bart/p3/sigma5/not_finetuned/model.safetensors

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minigpt4-classify/bart/p5/sigma3/finetuned/config.json

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+{
+  "mllmsent_format": 1,
+  "spec_id": "minigpt4-bart-p5-sigma3",
+  "qualified_id": "finetuning/minigpt4-bart-p5-sigma3",
+  "track": "finetuning",
+  "base_model": "facebook/bart-large-mnli",
+  "caption_mllm": "minigpt4",
+  "text_backbone": "bart",
+  "problem": "p5",
+  "sigma": 3,
+  "fine_tuning": "finetuned",
+  "frozen_backbone": false,
+  "num_classes": 5,
+  "id2label": {
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+    "1": "SlightlyNegative",
+    "2": "Neutral",
+    "3": "SlightlyPositive",
+    "4": "Positive"
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+    "SlightlyPositive": 3,
+    "Positive": 4
+  },
+  "max_len": 512,
+  "learning_rate": 1e-05,
+  "batch_size": 8,
+  "torch_dtype": "float16",
+  "source_checkpoint": "best_checkpoint_minigpt4-classify_bart_p5_sigma3_finetuned.pt",
+  "source_sha256": "1020485ad23defcf48ec6acddbed2455cedf55d407c09d9602cdc2558a29297b",
+  "tied_weights": {
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+  "kfold_f1": [
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+    0.520324,
+    0.45145
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+  "mean_f1": 0.480417,
+  "mean_accuracy": 0.479102,
+  "folds": 5
+}

minigpt4-classify/bart/p5/sigma3/finetuned/model.safetensors

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minigpt4-classify/bart/p5/sigma3/not_finetuned/config.json

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+{
+  "mllmsent_format": 1,
+  "spec_id": "minigpt4-bart-p5-sigma3",
+  "qualified_id": "not-finetuning/minigpt4-bart-p5-sigma3",
+  "track": "not-finetuning",
+  "base_model": "facebook/bart-large-mnli",
+  "caption_mllm": "minigpt4",
+  "text_backbone": "bart",
+  "problem": "p5",
+  "sigma": 3,
+  "fine_tuning": "not_finetuned",
+  "frozen_backbone": true,
+  "num_classes": 5,
+  "id2label": {
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+    "1": "SlightlyNegative",
+    "2": "Neutral",
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+  "learning_rate": 0.001,
+  "batch_size": 32,
+  "torch_dtype": "float16",
+  "source_checkpoint": "best_checkpoint_minigpt4-classify_bart_p5_sigma3_not_finetuned.pt",
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+  "tied_weights": {
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+}

minigpt4-classify/bart/p5/sigma3/not_finetuned/model.safetensors

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minigpt4-classify/bart/p5/sigma5/not_finetuned/config.json

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+{
+  "mllmsent_format": 1,
+  "spec_id": "minigpt4-bart-p5-sigma5",
+  "qualified_id": "not-finetuning/minigpt4-bart-p5-sigma5",
+  "track": "not-finetuning",
+  "base_model": "facebook/bart-large-mnli",
+  "caption_mllm": "minigpt4",
+  "text_backbone": "bart",
+  "problem": "p5",
+  "sigma": 5,
+  "fine_tuning": "not_finetuned",
+  "frozen_backbone": true,
+  "num_classes": 5,
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+  "learning_rate": 0.001,
+  "batch_size": 32,
+  "torch_dtype": "float16",
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+}

minigpt4-classify/bart/p5/sigma5/not_finetuned/model.safetensors

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