π Incremental importance | Acc: 1.000, F1: 1.000
Browse files- README.md +9 -9
- {checkpoint-26 β checkpoint-8}/config.json +0 -0
- {checkpoint-26 β checkpoint-8}/model.safetensors +1 -1
- {checkpoint-26 β checkpoint-8}/special_tokens_map.json +0 -0
- {checkpoint-26 β checkpoint-8}/tokenizer.json +0 -0
- {checkpoint-26 β checkpoint-8}/tokenizer_config.json +0 -0
- {checkpoint-26 β checkpoint-8}/trainer_state.json +19 -48
- {checkpoint-26 β checkpoint-8}/vocab.txt +0 -0
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
CHANGED
|
@@ -21,19 +21,19 @@ Fine-tuned FinBERT model for financial importance analysis in TradePulse.
|
|
| 21 |
|
| 22 |
## Performance
|
| 23 |
|
| 24 |
-
*Last training: 2025-07-
|
| 25 |
-
*Dataset: `
|
| 26 |
|
| 27 |
| Metric | Value |
|
| 28 |
|--------|-------|
|
| 29 |
-
| Loss |
|
| 30 |
-
| Accuracy |
|
| 31 |
-
| F1 Score |
|
| 32 |
|
| 33 |
-
| F1 Macro |
|
| 34 |
|
| 35 |
-
| Precision |
|
| 36 |
-
| Recall |
|
| 37 |
|
| 38 |
## Training Details
|
| 39 |
|
|
@@ -65,4 +65,4 @@ predictions = outputs.logits.softmax(dim=-1)
|
|
| 65 |
## Model Card Authors
|
| 66 |
|
| 67 |
- TradePulse ML Team
|
| 68 |
-
- Auto-generated on 2025-07-
|
|
|
|
| 21 |
|
| 22 |
## Performance
|
| 23 |
|
| 24 |
+
*Last training: 2025-07-29 07:30*
|
| 25 |
+
*Dataset: `news_20250729.csv` (30 samples)*
|
| 26 |
|
| 27 |
| Metric | Value |
|
| 28 |
|--------|-------|
|
| 29 |
+
| Loss | 0.0100 |
|
| 30 |
+
| Accuracy | 1.0000 |
|
| 31 |
+
| F1 Score | 1.0000 |
|
| 32 |
|
| 33 |
+
| F1 Macro | 1.0000 |
|
| 34 |
|
| 35 |
+
| Precision | 1.0000 |
|
| 36 |
+
| Recall | 1.0000 |
|
| 37 |
|
| 38 |
## Training Details
|
| 39 |
|
|
|
|
| 65 |
## Model Card Authors
|
| 66 |
|
| 67 |
- TradePulse ML Team
|
| 68 |
+
- Auto-generated on 2025-07-29 07:30:33
|
{checkpoint-26 β checkpoint-8}/config.json
RENAMED
|
File without changes
|
{checkpoint-26 β checkpoint-8}/model.safetensors
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 439039996
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:90edf0d2e089506e523dc89c7026390c6d0e7f9abbf114d2db7a6887dd0f49b2
|
| 3 |
size 439039996
|
{checkpoint-26 β checkpoint-8}/special_tokens_map.json
RENAMED
|
File without changes
|
{checkpoint-26 β checkpoint-8}/tokenizer.json
RENAMED
|
File without changes
|
{checkpoint-26 β checkpoint-8}/tokenizer_config.json
RENAMED
|
File without changes
|
{checkpoint-26 β checkpoint-8}/trainer_state.json
RENAMED
|
@@ -1,60 +1,31 @@
|
|
| 1 |
{
|
| 2 |
-
"best_metric": 0
|
| 3 |
-
"best_model_checkpoint": "hf-importance-production/checkpoint-
|
| 4 |
-
"epoch":
|
| 5 |
"eval_steps": 500,
|
| 6 |
-
"global_step":
|
| 7 |
"is_hyper_param_search": false,
|
| 8 |
"is_local_process_zero": true,
|
| 9 |
"is_world_process_zero": true,
|
| 10 |
"log_history": [
|
| 11 |
-
{
|
| 12 |
-
"epoch": 0.7692307692307693,
|
| 13 |
-
"grad_norm": 121.2413101196289,
|
| 14 |
-
"learning_rate": 8.333333333333334e-06,
|
| 15 |
-
"loss": 1.8267,
|
| 16 |
-
"step": 10
|
| 17 |
-
},
|
| 18 |
{
|
| 19 |
"epoch": 1.0,
|
| 20 |
-
"eval_accuracy": 0
|
| 21 |
-
"eval_f1": 0
|
| 22 |
-
"eval_f1_macro": 0
|
| 23 |
-
"eval_loss":
|
| 24 |
-
"eval_precision": 0
|
| 25 |
-
"eval_precision_macro": 0
|
| 26 |
-
"eval_recall": 0
|
| 27 |
-
"eval_recall_macro": 0
|
| 28 |
-
"eval_runtime":
|
| 29 |
-
"eval_samples_per_second": 1.
|
| 30 |
-
"eval_steps_per_second":
|
| 31 |
-
"step":
|
| 32 |
-
},
|
| 33 |
-
{
|
| 34 |
-
"epoch": 1.5384615384615383,
|
| 35 |
-
"grad_norm": 50.985260009765625,
|
| 36 |
-
"learning_rate": 4.2857142857142855e-06,
|
| 37 |
-
"loss": 1.3106,
|
| 38 |
-
"step": 20
|
| 39 |
-
},
|
| 40 |
-
{
|
| 41 |
-
"epoch": 2.0,
|
| 42 |
-
"eval_accuracy": 0.6666666666666666,
|
| 43 |
-
"eval_f1": 0.6666666666666666,
|
| 44 |
-
"eval_f1_macro": 0.6666666666666666,
|
| 45 |
-
"eval_loss": 1.3767714500427246,
|
| 46 |
-
"eval_precision": 0.6875,
|
| 47 |
-
"eval_precision_macro": 0.7638888888888888,
|
| 48 |
-
"eval_recall": 0.6666666666666666,
|
| 49 |
-
"eval_recall_macro": 0.626984126984127,
|
| 50 |
-
"eval_runtime": 9.9856,
|
| 51 |
-
"eval_samples_per_second": 1.803,
|
| 52 |
-
"eval_steps_per_second": 0.501,
|
| 53 |
-
"step": 26
|
| 54 |
}
|
| 55 |
],
|
| 56 |
"logging_steps": 10,
|
| 57 |
-
"max_steps":
|
| 58 |
"num_input_tokens_seen": 0,
|
| 59 |
"num_train_epochs": 2,
|
| 60 |
"save_steps": 500,
|
|
@@ -74,12 +45,12 @@
|
|
| 74 |
"should_evaluate": false,
|
| 75 |
"should_log": false,
|
| 76 |
"should_save": true,
|
| 77 |
-
"should_training_stop":
|
| 78 |
},
|
| 79 |
"attributes": {}
|
| 80 |
}
|
| 81 |
},
|
| 82 |
-
"total_flos":
|
| 83 |
"train_batch_size": 4,
|
| 84 |
"trial_name": null,
|
| 85 |
"trial_params": null
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_metric": 1.0,
|
| 3 |
+
"best_model_checkpoint": "hf-importance-production/checkpoint-8",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
"eval_steps": 500,
|
| 6 |
+
"global_step": 8,
|
| 7 |
"is_hyper_param_search": false,
|
| 8 |
"is_local_process_zero": true,
|
| 9 |
"is_world_process_zero": true,
|
| 10 |
"log_history": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
{
|
| 12 |
"epoch": 1.0,
|
| 13 |
+
"eval_accuracy": 1.0,
|
| 14 |
+
"eval_f1": 1.0,
|
| 15 |
+
"eval_f1_macro": 1.0,
|
| 16 |
+
"eval_loss": 0.010030105710029602,
|
| 17 |
+
"eval_precision": 1.0,
|
| 18 |
+
"eval_precision_macro": 1.0,
|
| 19 |
+
"eval_recall": 1.0,
|
| 20 |
+
"eval_recall_macro": 1.0,
|
| 21 |
+
"eval_runtime": 0.6032,
|
| 22 |
+
"eval_samples_per_second": 1.658,
|
| 23 |
+
"eval_steps_per_second": 1.658,
|
| 24 |
+
"step": 8
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
}
|
| 26 |
],
|
| 27 |
"logging_steps": 10,
|
| 28 |
+
"max_steps": 16,
|
| 29 |
"num_input_tokens_seen": 0,
|
| 30 |
"num_train_epochs": 2,
|
| 31 |
"save_steps": 500,
|
|
|
|
| 45 |
"should_evaluate": false,
|
| 46 |
"should_log": false,
|
| 47 |
"should_save": true,
|
| 48 |
+
"should_training_stop": false
|
| 49 |
},
|
| 50 |
"attributes": {}
|
| 51 |
}
|
| 52 |
},
|
| 53 |
+
"total_flos": 7630289114112.0,
|
| 54 |
"train_batch_size": 4,
|
| 55 |
"trial_name": null,
|
| 56 |
"trial_params": null
|
{checkpoint-26 β checkpoint-8}/vocab.txt
RENAMED
|
File without changes
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 439039996
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:90edf0d2e089506e523dc89c7026390c6d0e7f9abbf114d2db7a6887dd0f49b2
|
| 3 |
size 439039996
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5521
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:874f49425ce6ccef1185a21583dbda68b6f8f96c00ce57c3653f3294de7d9a8f
|
| 3 |
size 5521
|