cicids2018-falcon7b
Browse files- README.md +68 -0
- adapter_config.json +22 -0
- adapter_model.safetensors +3 -0
- special_tokens_map.json +17 -0
- tokenizer.json +0 -0
- tokenizer_config.json +123 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: tiiuae/falcon-7b
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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- f1
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model-index:
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- name: cicids2018-falcon7b
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# cicids2018-falcon7b
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This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2465
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- Accuracy: 0.5
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- F1: 0.0
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 4
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 4
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:---:|
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| 0.7359 | 1.0 | 24 | 1.3954 | 0.5 | 0.0 |
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| 1.3324 | 2.0 | 48 | 1.3244 | 0.5 | 0.0 |
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| 1.8502 | 3.0 | 72 | 1.2808 | 0.5 | 0.0 |
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| 0.0832 | 4.0 | 96 | 1.2465 | 0.5 | 0.0 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.1+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "tiiuae/falcon-7b",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": false,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 8,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"query_key_value"
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],
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"task_type": "SEQ_CLS"
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:46ddee30be50b1524dc27114092d2adbca4e7416aabaae46702cea5aa5e85111
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size 9446600
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special_tokens_map.json
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{
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"additional_special_tokens": [
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">>TITLE<<",
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">>ABSTRACT<<",
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">>INTRODUCTION<<",
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">>SUMMARY<<",
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">>COMMENT<<",
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">>ANSWER<<",
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">>QUESTION<<",
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">>DOMAIN<<",
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">>PREFIX<<",
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">>SUFFIX<<",
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">>MIDDLE<<"
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],
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"eos_token": "<|endoftext|>",
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"pad_token": "<|endoftext|>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"2": {
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"content": ">>INTRODUCTION<<",
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"lstrip": false,
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},
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"3": {
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"content": ">>SUMMARY<<",
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"4": {
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"content": ">>COMMENT<<",
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"6": {
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},
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"7": {
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"content": ">>DOMAIN<<",
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},
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"8": {
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},
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"special": true
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},
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"10": {
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"content": ">>MIDDLE<<",
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"special": true
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},
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"11": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": [
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">>TITLE<<",
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">>ABSTRACT<<",
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">>INTRODUCTION<<",
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">>SUMMARY<<",
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">>COMMENT<<",
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">>ANSWER<<",
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">>QUESTION<<",
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">>DOMAIN<<",
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">>PREFIX<<",
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">>SUFFIX<<",
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">>MIDDLE<<"
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],
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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"model_input_names": [
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"input_ids",
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"attention_mask"
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],
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"model_max_length": 2048,
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"pad_token": "<|endoftext|>",
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"tokenizer_class": "PreTrainedTokenizerFast"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:be337c1d899ff58c7e0eba28f5edcc0ffc5f8cf3f586bd496c09d5eeabe685eb
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size 4536
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