End of training

README.md

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+---
+base_model: vlsp-2023-vllm/hoa-1b4
+library_name: peft
+license: bigscience-bloom-rail-1.0
+tags:
+- generated_from_trainer
+model-index:
+- name: wiki_lora_hoa1b4_15_epoch
+  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. -->
+
+# wiki_lora_hoa1b4_15_epoch
+
+This model is a fine-tuned version of [vlsp-2023-vllm/hoa-1b4](https://huggingface.co/vlsp-2023-vllm/hoa-1b4) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.2544
+
+## 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: 15
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 19.6041       | 1.0   | 50   | 18.7356         |
+| 5.3787        | 2.0   | 100  | 2.7051          |
+| 3.4559        | 3.0   | 150  | 2.0077          |
+| 1.7394        | 4.0   | 200  | 1.6610          |
+| 1.4427        | 5.0   | 250  | 1.3440          |
+| 1.0363        | 6.0   | 300  | 1.0267          |
+| 0.9629        | 7.0   | 350  | 0.7544          |
+| 0.5965        | 8.0   | 400  | 0.5325          |
+| 0.4756        | 9.0   | 450  | 0.4114          |
+| 0.299         | 10.0  | 500  | 0.3445          |
+| 0.3162        | 11.0  | 550  | 0.3028          |
+| 0.2772        | 12.0  | 600  | 0.2796          |
+| 0.2617        | 13.0  | 650  | 0.2658          |
+| 0.2485        | 14.0  | 700  | 0.2569          |
+| 0.2272        | 15.0  | 750  | 0.2544          |
+
+
+### Framework versions
+
+- PEFT 0.12.0
+- Transformers 4.44.0
+- Pytorch 2.4.0
+- Datasets 2.21.0
+- Tokenizers 0.19.1

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "vlsp-2023-vllm/hoa-1b4",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 32,
+  "lora_dropout": 0.1,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "query_key_value"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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+size 6298512

training_args.bin

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