End of training

README.md

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+---
+library_name: peft
+tags:
+- generated_from_trainer
+base_model: daryl149/llama-2-13b-chat-hf
+model-index:
+- name: peft-claim-detection-training-1718016334
+  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. -->
+
+# peft-claim-detection-training-1718016334
+
+This model is a fine-tuned version of [daryl149/llama-2-13b-chat-hf](https://huggingface.co/daryl149/llama-2-13b-chat-hf) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.7537
+
+## 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: 0.0002
+- train_batch_size: 1
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 4
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 1
+- training_steps: 1000
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 1.6754        | 0.1953 | 25   | 1.5439          |
+| 1.5234        | 0.3906 | 50   | 1.5111          |
+| 1.4658        | 0.5859 | 75   | 1.4981          |
+| 1.4833        | 0.7812 | 100  | 1.4938          |
+| 1.5195        | 0.9766 | 125  | 1.4862          |
+| 1.4119        | 1.1719 | 150  | 1.4849          |
+| 1.3982        | 1.3672 | 175  | 1.4881          |
+| 1.4369        | 1.5625 | 200  | 1.4929          |
+| 1.427         | 1.7578 | 225  | 1.4900          |
+| 1.463         | 1.9531 | 250  | 1.4858          |
+| 1.3686        | 2.1484 | 275  | 1.4965          |
+| 1.2803        | 2.3438 | 300  | 1.5105          |
+| 1.3467        | 2.5391 | 325  | 1.5215          |
+| 1.3511        | 2.7344 | 350  | 1.5079          |
+| 1.3662        | 2.9297 | 375  | 1.5067          |
+| 1.2864        | 3.125  | 400  | 1.5295          |
+| 1.1724        | 3.3203 | 425  | 1.5497          |
+| 1.1846        | 3.5156 | 450  | 1.6101          |
+| 1.2683        | 3.7109 | 475  | 1.5444          |
+| 1.2701        | 3.9062 | 500  | 1.5333          |
+| 1.1946        | 4.1016 | 525  | 1.5805          |
+| 0.9993        | 4.2969 | 550  | 1.6382          |
+| 1.1423        | 4.4922 | 575  | 1.6158          |
+| 1.1734        | 4.6875 | 600  | 1.5982          |
+| 1.107         | 4.8828 | 625  | 1.5630          |
+| 1.0531        | 5.0781 | 650  | 1.6544          |
+| 0.9469        | 5.2734 | 675  | 1.7376          |
+| 1.0501        | 5.4688 | 700  | 1.6753          |
+| 1.0237        | 5.6641 | 725  | 1.6146          |
+| 0.9976        | 5.8594 | 750  | 1.6472          |
+| 0.8801        | 6.0547 | 775  | 1.7507          |
+| 0.8045        | 6.25   | 800  | 1.7875          |
+| 0.9957        | 6.4453 | 825  | 1.6558          |
+| 0.961         | 6.6406 | 850  | 1.7039          |
+| 0.8889        | 6.8359 | 875  | 1.7554          |
+| 0.8674        | 7.0312 | 900  | 1.6885          |
+| 0.8393        | 7.2266 | 925  | 1.7469          |
+| 0.8802        | 7.4219 | 950  | 1.7618          |
+| 0.8384        | 7.6172 | 975  | 1.7559          |
+| 0.8324        | 7.8125 | 1000 | 1.7537          |
+
+
+### Framework versions
+
+- PEFT 0.11.1
+- Transformers 4.41.2
+- Pytorch 2.3.0+cu121
+- Datasets 2.19.2
+- Tokenizers 0.19.1

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "daryl149/llama-2-13b-chat-hf",
+  "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": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 32,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "k_proj",
+    "q_proj",
+    "dense",
+    "v_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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+size 157318920

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "</s>",
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.model

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tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": true,
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "</s>",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

training_args.bin

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