End of training

README.md

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+---
+license: apache-2.0
+base_model: Qwen/Qwen2-0.5B-Instruct
+tags:
+- generated_from_trainer
+model-index:
+- name: fine-tuned-Qwen2-0.5B-Instruct-NER
+  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. -->
+
+# fine-tuned-Qwen2-0.5B-Instruct-NER
+
+This model is a fine-tuned version of [Qwen/Qwen2-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2-0.5B-Instruct) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2041
+- Exact Match: 0.0
+- F1 Score: 71.2227
+- Levenshtein Distance: 92.0833
+
+## 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: 5e-05
+- train_batch_size: 2
+- eval_batch_size: 1
+- 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 | Exact Match | F1 Score | Levenshtein Distance |
+|:-------------:|:-----:|:----:|:---------------:|:-----------:|:--------:|:--------------------:|
+| 0.442         | 1.0   | 527  | 0.2332          | 0.0         | 77.1207  | 117.0                |
+| 0.3097        | 2.0   | 1054 | 0.1979          | 0.0         | 79.2137  | 86.5                 |
+| 0.2939        | 3.0   | 1581 | 0.2504          | 0.0         | 77.6862  | 108.3333             |
+| 0.2654        | 4.0   | 2108 | 0.1907          | 0.0         | 79.5981  | 83.25                |
+| 0.2375        | 5.0   | 2635 | 0.2449          | 0.0         | 75.8942  | 114.8333             |
+| 0.2182        | 6.0   | 3162 | 0.2060          | 0.0         | 75.2855  | 92.0                 |
+| 0.2229        | 7.0   | 3689 | 0.1997          | 0.0         | 74.5991  | 93.3333              |
+| 0.1791        | 8.0   | 4216 | 0.1989          | 0.0         | 72.7126  | 90.25                |
+| 0.1688        | 9.0   | 4743 | 0.2180          | 0.0         | 72.6617  | 97.8333              |
+| 0.1829        | 10.0  | 5270 | 0.2041          | 0.0         | 71.2227  | 92.0833              |
+
+
+### Framework versions
+
+- Transformers 4.42.4
+- Pytorch 2.3.1+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

generation_config.json

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+{
+  "bos_token_id": 151643,
+  "do_sample": true,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "pad_token_id": 151643,
+  "repetition_penalty": 1.1,
+  "temperature": 0.7,
+  "top_k": 20,
+  "top_p": 0.8,
+  "transformers_version": "4.42.4"
+}

model.safetensors

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