Model save
Browse files- README.md +69 -0
- adapter_config.json +29 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +4 -0
- all_results.json +9 -0
- runs/Nov22_14-35-18_metallic-vm-falls-fin-02/events.out.tfevents.1732286447.metallic-vm-falls-fin-02.50699.0 +3 -0
- special_tokens_map.json +28 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +63 -0
- train_results.json +9 -0
- trainer_state.json +155 -0
- training_args.bin +3 -0
README.md
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---
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library_name: peft
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license: llama2
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base_model: meta-llama/Llama-2-13b-hf
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tags:
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- trl
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- sft
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- generated_from_trainer
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datasets:
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- generator
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model-index:
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- name: llama2-13b-lora-classification-11-v1
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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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# llama2-13b-lora-classification-11-v1
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This model is a fine-tuned version of [meta-llama/Llama-2-13b-hf](https://huggingface.co/meta-llama/Llama-2-13b-hf) on the generator dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.0208
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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: 0.0002
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 8
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 256
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- total_eval_batch_size: 128
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.8348 | 1.0 | 72 | 2.0208 |
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### Framework versions
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- PEFT 0.13.2
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- Transformers 4.46.2
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- Pytorch 2.5.1+cu124
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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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": "meta-llama/Llama-2-13b-hf",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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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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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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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 sha256:70b0bfb2699dd7f2843c27faa3c0536c5e07f75b0358a928bc277e0cbc655cb8
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size 681636888
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added_tokens.json
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{
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"<|im_end|>": 32001,
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"<|im_start|>": 32000
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}
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all_results.json
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{
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"epoch": 1.0,
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"total_flos": 7.280931693081395e+17,
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"train_loss": 2.938576486375597,
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"train_runtime": 504.3487,
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"train_samples": 92634,
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"train_samples_per_second": 36.431,
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"train_steps_per_second": 0.143
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}
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runs/Nov22_14-35-18_metallic-vm-falls-fin-02/events.out.tfevents.1732286447.metallic-vm-falls-fin-02.50699.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:338a894fd66b64cb241c3cfdfb19682299b804dc040a5ec796f16ed1fd3c2302
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size 9356
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special_tokens_map.json
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{
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"additional_special_tokens": [
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{
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"content": "<|im_start|>",
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"bos_token": "<|im_start|>",
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"eos_token": "<|im_end|>",
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"pad_token": "<|im_end|>",
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"unk_token": {
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"content": "<unk>",
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}
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tokenizer.json
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See raw diff
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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size 499723
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tokenizer_config.json
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],
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"bos_token": "<|im_start|>",
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"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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"clean_up_tokenization_spaces": false,
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train_results.json
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"epoch": 1.0,
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"total_flos": 7.280931693081395e+17,
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trainer_state.json
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