Commit
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Parent(s):
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trungtienluong/test_4
Browse files
README.md
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---
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license: llama2
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: vilm/vinallama-7b-chat
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model-index:
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- name: experiments
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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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# experiments
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This model is a fine-tuned version of [vilm/vinallama-7b-chat](https://huggingface.co/vilm/vinallama-7b-chat) on the None 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: 0.0002
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- train_batch_size: 1
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- eval_batch_size: 8
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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: cosine
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- lr_scheduler_warmup_ratio: 0.05
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- num_epochs: 1
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.11.1
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- Transformers 4.36.0
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.15.2
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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": "vilm/vinallama-7b-chat",
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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": 32,
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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": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"gate_proj",
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"k_proj",
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"v_proj",
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"down_proj",
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"o_proj",
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"q_proj",
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"up_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 sha256:3d824e3ca1b57d14a7028a14ac4250752d005e70815e63823f2aa6bfaea380aa
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size 159967880
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runs/May20_06-23-55_c8165b51476c/events.out.tfevents.1716186247.c8165b51476c.303.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a6ef241e0a1516a55cce898fc936aaeb8730d70939023cad969c9ab03b7b7915
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size 46678
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runs/May20_07-03-39_c8165b51476c/events.out.tfevents.1716188619.c8165b51476c.303.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:ba0203160ff306a12fe3909546a10790ed00d8f4e56c254bde77b7f81d18cfca
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size 46678
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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:fd1db252d62864a00c7bd839e2ce84e9f46a21d57a073373d4a96065aaa18c3b
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size 4664
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