End of training

README.md

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+---
+license: mit
+base_model: microsoft/Phi-3-mini-4k-instruct
+tags:
+- generated_from_trainer
+model-index:
+- name: Phi0503HMA20
+  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. -->
+
+# Phi0503HMA20
+
+This model is a fine-tuned version of [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0789
+
+## 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: 0.0003
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine_with_restarts
+- lr_scheduler_warmup_steps: 60
+- num_epochs: 3
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 3.9945        | 0.09  | 10   | 0.4339          |
+| 0.2844        | 0.18  | 20   | 0.2380          |
+| 0.2511        | 0.27  | 30   | 0.2294          |
+| 0.2167        | 0.36  | 40   | 0.1924          |
+| 0.1651        | 0.45  | 50   | 0.1175          |
+| 0.1037        | 0.54  | 60   | 0.0887          |
+| 0.0828        | 0.63  | 70   | 0.0853          |
+| 0.0783        | 0.73  | 80   | 0.0800          |
+| 0.0788        | 0.82  | 90   | 0.0793          |
+| 0.08          | 0.91  | 100  | 0.0725          |
+| 0.0815        | 1.0   | 110  | 0.0807          |
+| 0.0599        | 1.09  | 120  | 0.0705          |
+| 0.0599        | 1.18  | 130  | 0.0769          |
+| 0.0839        | 1.27  | 140  | 0.0860          |
+| 0.0663        | 1.36  | 150  | 0.0853          |
+| 0.0689        | 1.45  | 160  | 0.0729          |
+| 0.0629        | 1.54  | 170  | 0.0704          |
+| 0.0612        | 1.63  | 180  | 0.0720          |
+| 0.0552        | 1.72  | 190  | 0.0703          |
+| 0.063         | 1.81  | 200  | 0.0691          |
+| 0.0506        | 1.9   | 210  | 0.0690          |
+| 0.0536        | 1.99  | 220  | 0.0683          |
+| 0.0354        | 2.08  | 230  | 0.0712          |
+| 0.0294        | 2.18  | 240  | 0.0849          |
+| 0.0241        | 2.27  | 250  | 0.0934          |
+| 0.0221        | 2.36  | 260  | 0.0846          |
+| 0.0332        | 2.45  | 270  | 0.0759          |
+| 0.0214        | 2.54  | 280  | 0.0769          |
+| 0.024         | 2.63  | 290  | 0.0792          |
+| 0.0275        | 2.72  | 300  | 0.0791          |
+| 0.027         | 2.81  | 310  | 0.0792          |
+| 0.0264        | 2.9   | 320  | 0.0790          |
+| 0.0298        | 2.99  | 330  | 0.0789          |
+
+
+### Framework versions
+
+- Transformers 4.36.0.dev0
+- Pytorch 2.1.2+cu121
+- Datasets 2.14.6
+- Tokenizers 0.14.0

adapter_config.json

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+  "base_model_name_or_path": "microsoft/Phi-3-mini-4k-instruct",
+  "bias": "none",
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+  "detached_training": true,
+  "dynamic_adapter_pool": true,
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+  "modules_to_save": null,
+  "num_attention_heads": 32,
+  "num_layers": 32,
+  "num_prefix_set": 3,
+  "num_transformer_submodules": 1,
+  "num_virtual_tokens": 30,
+  "number_of_adapter_pre_layer": 8,
+  "ot_diversified_dispatcher": false,
+  "ot_diversified_prefix": false,
+  "peft_type": "PREFIX_MA_LORA",
+  "pool_selective_inference": true,
+  "pool_selective_training": true,
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+  "r": 8,
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+  "scale": 64,
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+  "simple_hidden_matching": false,
+  "simple_instance_matching": true,
+  "target_modules": [
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+  ],
+  "task_type": "CAUSAL_LM",
+  "token_dim": 3072
+}

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added_tokens.json

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special_tokens_map.json

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tokenizer_config.json

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