upload
Browse files- .gitattributes +1 -0
- README.md +62 -0
- all_results.json +3 -0
- config.json +3 -0
- generation_config.json +3 -0
- model-00001-of-00006.safetensors +3 -0
- model-00002-of-00006.safetensors +3 -0
- model-00003-of-00006.safetensors +3 -0
- model-00004-of-00006.safetensors +3 -0
- model-00005-of-00006.safetensors +3 -0
- model-00006-of-00006.safetensors +3 -0
- model.safetensors.index.json +3 -0
- special_tokens_map.json +3 -0
- tokenizer.json +3 -0
- tokenizer.model +3 -0
- tokenizer_config.json +3 -0
- train_results.json +3 -0
- trainer_state.json +3 -0
- training_args.bin +3 -0
.gitattributes
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README.md
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---
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license: llama2
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base_model: meta-llama/CodeLlama-13b-Instruct-hf
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tags:
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- alignment-handbook
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- generated_from_trainer
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datasets:
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- meng-lab/CodeLlama-13B-Instruct-humaneval
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model-index:
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- name: CodeLlama-13b-Instruct-sft-5e-3-epoch-100-human-eval-final
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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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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/uva-llm/huggingface/runs/ktf7e5mf)
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# CodeLlama-13b-Instruct-sft-5e-3-epoch-100-human-eval-final
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This model is a fine-tuned version of [meta-llama/CodeLlama-13b-Instruct-hf](https://huggingface.co/meta-llama/CodeLlama-13b-Instruct-hf) on the meng-lab/CodeLlama-13B-Instruct-humaneval 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: 0.005
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- train_batch_size: 1
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- eval_batch_size: 2
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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: 16
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- total_train_batch_size: 128
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- total_eval_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: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 100
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### Training results
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### Framework versions
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- Transformers 4.43.2
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- Pytorch 2.1.2
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- Datasets 3.0.1
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- Tokenizers 0.19.1
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all_results.json
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config.json
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generation_config.json
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