Model save
Browse files- README.md +52 -0
- adapter_config.json +37 -0
- adapter_model.safetensors +3 -0
- trainer_state.json +32 -0
- training_args.bin +3 -0
README.md
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---
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base_model: meta-llama/Llama-3.2-3B-Instruct
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library_name: peft
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license: llama3.2
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tags:
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- generated_from_trainer
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model-index:
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- name: lora
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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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# lora
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This model is a fine-tuned version of [meta-llama/Llama-3.2-3B-Instruct](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct) on an unknown dataset.
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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: 0.0001
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 16
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- total_train_batch_size: 256
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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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- lr_scheduler_warmup_steps: 2
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- num_epochs: 4
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### Framework versions
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- PEFT 0.13.0
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- Transformers 4.43.4
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- Pytorch 2.4.0
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": {
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"base_model_class": "LlamaForCausalLM",
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"parent_library": "transformers.models.llama.modeling_llama"
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},
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"base_model_name_or_path": "meta-llama/Llama-3.2-3B-Instruct",
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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": "gaussian",
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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": 32,
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"lora_dropout": 0.1,
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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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"o_proj",
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"v_proj",
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"gate_proj",
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"k_proj",
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"up_proj",
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"q_proj",
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"down_proj"
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],
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"task_type": null,
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"use_dora": true,
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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 sha256:68ceff51e76d30c283e2a6ad1937fa9c0113e061794e1045942f1ccafde93003
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size 1639093264
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trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": null,
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"eval_steps": 500,
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"global_step": 0,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [],
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"logging_steps": 500,
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"max_steps": 0,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 0,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": false,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 0,
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"train_batch_size": null,
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"trial_name": null,
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"trial_params": null
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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 sha256:35192018b5a5802f13ca8b7e077dc509c87c44f032bcfcb7f49ed1e6e9affe58
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size 5176
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