Commit
•
23a0146
1
Parent(s):
4eec409
End of training
Browse files- README.md +64 -0
- all_results.json +9 -0
- config.json +1 -1
- generation_config.json +14 -0
- train_results.json +9 -0
- trainer_state.json +1113 -0
README.md
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+
---
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+
library_name: transformers
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license: apache-2.0
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base_model: Qwen/Qwen2.5-Coder-1.5B-Instruct
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tags:
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- alignment-handbook
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- generated_from_trainer
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- trl
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- dpo
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datasets:
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- self-generate/qwcoder2_original_cn_mining_oj_iter0-binarized
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model-index:
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- name: qwen2_coder_adamw_iter1
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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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# qwen2_coder_adamw_iter1
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This model is a fine-tuned version of [Qwen/Qwen2.5-Coder-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-1.5B-Instruct) on the self-generate/qwcoder2_original_cn_mining_oj_iter0-binarized 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: 1e-06
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- train_batch_size: 8
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- eval_batch_size: 4
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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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- total_train_batch_size: 64
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- total_eval_batch_size: 32
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant
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- lr_scheduler_warmup_ratio: 0.1
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- lr_scheduler_warmup_steps: 100
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- num_epochs: 1.0
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### Training results
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### Framework versions
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- Transformers 4.45.0
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- Pytorch 2.4.0+cu121
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- Datasets 2.14.6
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- Tokenizers 0.20.1
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all_results.json
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{
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"epoch": 1.0,
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"total_flos": 0.0,
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"train_loss": 0.26999635322421206,
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"train_runtime": 166.8574,
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"train_samples": 3222,
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"train_samples_per_second": 19.31,
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"train_steps_per_second": 0.306
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}
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config.json
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"tie_word_embeddings": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.0",
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-
"use_cache":
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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"tie_word_embeddings": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.0",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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generation_config.json
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{
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"bos_token_id": 151643,
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"do_sample": true,
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"eos_token_id": [
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151645,
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151643
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],
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"pad_token_id": 151643,
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"repetition_penalty": 1.1,
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"temperature": 0.7,
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"top_k": 20,
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"top_p": 0.8,
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"transformers_version": "4.45.0"
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}
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train_results.json
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{
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"epoch": 1.0,
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"total_flos": 0.0,
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"train_loss": 0.26999635322421206,
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"train_runtime": 166.8574,
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"train_samples": 3222,
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"train_samples_per_second": 19.31,
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"train_steps_per_second": 0.306
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}
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trainer_state.json
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