End of training

README.md

@@ -0,0 +1,69 @@
+---
+license: apache-2.0
+base_model: hfl/chinese-macbert-base
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: chinese-macbert-base-climate-related-prediction-vv2
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# chinese-macbert-base-climate-related-prediction-vv2
+
+This model is a fine-tuned version of [hfl/chinese-macbert-base](https://huggingface.co/hfl/chinese-macbert-base) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3644
+- Accuracy: 0.96
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| No log        | 1.0   | 175  | 0.2939          | 0.97     |
+| No log        | 2.0   | 350  | 0.3906          | 0.94     |
+| 0.0189        | 3.0   | 525  | 0.2300          | 0.97     |
+| 0.0189        | 4.0   | 700  | 0.2210          | 0.98     |
+| 0.0189        | 5.0   | 875  | 0.2532          | 0.97     |
+| 0.006         | 6.0   | 1050 | 0.2598          | 0.96     |
+| 0.006         | 7.0   | 1225 | 0.2359          | 0.98     |
+| 0.006         | 8.0   | 1400 | 0.3626          | 0.96     |
+| 0.0025        | 9.0   | 1575 | 0.3641          | 0.96     |
+| 0.0025        | 10.0  | 1750 | 0.3644          | 0.96     |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4a45dece41f27ac97e5f5d1d7446b1d93f07aafffa4fad57710b4270837e378b
+oid sha256:bd15370267b4e272967eca6b389452ba498321d7ba41ccdeaeeebb7074ca0b9c
 size 409100240

runs/Jul26_07-51-37_75f0101bd3e8/events.out.tfevents.1721980299.75f0101bd3e8.259.2

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:75809d0264ef78538fec8abfba52daacd197a4108b65701b31b1d5aafabe29fc
-size 8912
+oid sha256:237a1c468cdb5a73eb423e7ee75b7e1bbb0da4d978b3cbe28acc7469879a4b35
+size 9589