TusharsinghBaghel
commited on
Commit
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Parent(s):
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End of training
Browse files- README.md +57 -0
- adapter_config.json +26 -0
- adapter_model.safetensors +3 -0
- runs/Dec03_10-36-22_3a9c4568a2e4/events.out.tfevents.1701599789.3a9c4568a2e4.1481.0 +3 -0
- runs/Dec03_10-37-19_3a9c4568a2e4/events.out.tfevents.1701599843.3a9c4568a2e4.1481.1 +3 -0
- runs/Dec03_11-31-32_3a9c4568a2e4/events.out.tfevents.1701603093.3a9c4568a2e4.1481.2 +3 -0
- training_args.bin +3 -0
README.md
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---
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base_model: meta-llama/Llama-2-7b-chat-hf
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tags:
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- generated_from_trainer
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datasets:
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- billsum
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model-index:
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- name: outputs
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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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# outputs
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This model is a fine-tuned version of [meta-llama/Llama-2-7b-chat-hf](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) on the billsum 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: 4
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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: 16
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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: 5
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- training_steps: 15
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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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- Transformers 4.36.0.dev0
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- Pytorch 2.1.0+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": "meta-llama/Llama-2-7b-chat-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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"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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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM"
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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:fbd80f42317de73340b99a3ffd7d92b1a6bc59e56ac88c7b9302301ac4d344f7
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size 33571624
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runs/Dec03_10-36-22_3a9c4568a2e4/events.out.tfevents.1701599789.3a9c4568a2e4.1481.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:a3f9a9849a3aecb79f22625ab7b3d2ea333c47aec721432f6fe6e3448eeb088e
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size 4720
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runs/Dec03_10-37-19_3a9c4568a2e4/events.out.tfevents.1701599843.3a9c4568a2e4.1481.1
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version https://git-lfs.github.com/spec/v1
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size 4717
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runs/Dec03_11-31-32_3a9c4568a2e4/events.out.tfevents.1701603093.3a9c4568a2e4.1481.2
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version https://git-lfs.github.com/spec/v1
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size 7375
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:820bceff948824dc95b20278fb2f18a518e8c575f6689d776b562304d798a0d2
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size 4664
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