cutelemonlili
commited on
Add files using upload-large-folder tool
Browse files- .gitattributes +1 -0
- README.md +64 -0
- added_tokens.json +24 -0
- all_results.json +12 -0
- config.json +31 -0
- eval_results.json +7 -0
- generation_config.json +7 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +212 -0
- train_results.json +8 -0
- trainer_log.jsonl +294 -0
- trainer_state.json +2094 -0
- training_args.bin +3 -0
- training_eval_loss.png +0 -0
- training_loss.png +0 -0
- vocab.json +0 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: transformers
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license: other
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base_model: jwhj/Qwen2.5-Math-1.5B-OREO-Value
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: MATH_training_response_Qwen2.5-32B-Instruct_common_correct_level
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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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# MATH_training_response_Qwen2.5-32B-Instruct_common_correct_level
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This model is a fine-tuned version of [jwhj/Qwen2.5-Math-1.5B-OREO-Value](https://huggingface.co/jwhj/Qwen2.5-Math-1.5B-OREO-Value) on the MATH_training_response_Qwen2.5-32B-Instruct_common_correct_level dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1084
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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-05
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- train_batch_size: 4
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- eval_batch_size: 1
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 16
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- total_eval_batch_size: 4
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: cosine
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- num_epochs: 2
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 0.0326 | 1.3699 | 200 | 0.1085 |
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### Framework versions
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- Transformers 4.46.1
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- Pytorch 2.5.1+cu124
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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added_tokens.json
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}
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all_results.json
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{
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"epoch": 2.0,
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"eval_loss": 0.10842034965753555,
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"eval_runtime": 1.0356,
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"eval_samples_per_second": 23.174,
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"eval_steps_per_second": 5.794,
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"total_flos": 3642198589440.0,
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"train_loss": 0.07510177257202871,
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}
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config.json
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{
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"_name_or_path": "jwhj/Qwen2.5-Math-1.5B-OREO-Value",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"hidden_act": "silu",
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"intermediate_size": 8960,
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"max_position_embeddings": 4096,
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"max_window_layers": 21,
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"model_type": "qwen2",
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"normalize_reward": false,
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"num_attention_heads": 12,
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"num_hidden_layers": 28,
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"num_key_value_heads": 2,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000,
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"sliding_window": null,
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"tie_word_embeddings": true,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.46.1",
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"use_cache": false,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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eval_results.json
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{
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"epoch": 2.0,
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"eval_loss": 0.10842034965753555,
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}
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generation_config.json
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}
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merges.txt
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The diff for this file is too large to render.
See raw diff
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:4aaf9b603596c67705dd2a5cd994e2a186ddef2476c398531a96c0b474602c99
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size 3087467144
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special_tokens_map.json
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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size 11421995
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tokenizer_config.json
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68 |
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|
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|
70 |
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73 |
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|
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76 |
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|
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|
84 |
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85 |
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|
86 |
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87 |
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|
88 |
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|
89 |
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|
90 |
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|
91 |
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|
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|
94 |
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95 |
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96 |
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|
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|
99 |
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|
100 |
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101 |
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|
102 |
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|
103 |
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104 |
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107 |
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|
108 |
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109 |
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|
110 |
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111 |
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112 |
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113 |
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114 |
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|
115 |
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|
116 |
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117 |
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|
118 |
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119 |
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120 |
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|
123 |
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|
124 |
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125 |
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|
126 |
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127 |
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|
128 |
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130 |
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|
131 |
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132 |
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133 |
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134 |
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137 |
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138 |
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139 |
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|
140 |
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141 |
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|
142 |
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143 |
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144 |
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145 |
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|
146 |
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147 |
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148 |
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149 |
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150 |
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151 |
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152 |
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153 |
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154 |
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155 |
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156 |
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157 |
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158 |
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159 |
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160 |
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161 |
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162 |
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|
163 |
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164 |
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|
165 |
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|
166 |
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167 |
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|
168 |
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|
169 |
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|
170 |
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|
171 |
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|
172 |
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|
173 |
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|
174 |
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|
175 |
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|
176 |
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|
177 |
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178 |
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|
179 |
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|
180 |
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|
181 |
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182 |
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|
183 |
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|
184 |
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|
185 |
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|
186 |
+
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|
187 |
+
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|
188 |
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|
189 |
+
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|
190 |
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|
191 |
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|
192 |
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|
193 |
+
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|
194 |
+
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|
195 |
+
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|
196 |
+
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|
197 |
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|
198 |
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"chat_template": "{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0]['role'] == 'system' %}\n {{- messages[0]['content'] }}\n {%- else %}\n {{- 'Please reason step by step, and put your final answer within \\\\boxed{}.' }}\n {%- endif %}\n {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0]['role'] == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n {%- else %}\n {{- '<|im_start|>system\\nPlease reason step by step, and put your final answer within \\\\boxed{}.<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {{- '<|im_start|>' + message.role }}\n {%- if message.content %}\n {{- '\\n' + message.content }}\n {%- endif %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {{- '\\n<tool_call>\\n{\"name\": \"' }}\n {{- tool_call.name }}\n {{- '\", \"arguments\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- '}\\n</tool_call>' }}\n {%- endfor %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- message.content }}\n {{- '\\n</tool_response>' }}\n {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n",
|
199 |
+
"clean_up_tokenization_spaces": false,
|
200 |
+
"eos_token": "<|im_end|>",
|
201 |
+
"errors": "replace",
|
202 |
+
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|
203 |
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"model_max_length": 131072,
|
204 |
+
"pad_token": "<|endoftext|>",
|
205 |
+
"padding_side": "right",
|
206 |
+
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|
207 |
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"stride": 0,
|
208 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
209 |
+
"truncation_side": "right",
|
210 |
+
"truncation_strategy": "longest_first",
|
211 |
+
"unk_token": null
|
212 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
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|
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|
1 |
+
{
|
2 |
+
"epoch": 2.0,
|
3 |
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"total_flos": 3642198589440.0,
|
4 |
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"train_loss": 0.07510177257202871,
|
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"train_runtime": 252.1525,
|
6 |
+
"train_samples_per_second": 18.473,
|
7 |
+
"train_steps_per_second": 1.158
|
8 |
+
}
|
trainer_log.jsonl
ADDED
@@ -0,0 +1,294 @@
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|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
1 |
+
{"current_steps": 1, "total_steps": 292, "loss": 1.2433, "lr": 9.999710619100732e-06, "epoch": 0.00684931506849315, "percentage": 0.34, "elapsed_time": "0:00:02", "remaining_time": "0:09:46"}
|
2 |
+
{"current_steps": 2, "total_steps": 292, "loss": 1.4383, "lr": 9.998842509899456e-06, "epoch": 0.0136986301369863, "percentage": 0.68, "elapsed_time": "0:00:04", "remaining_time": "0:11:46"}
|
3 |
+
{"current_steps": 3, "total_steps": 292, "loss": 0.3637, "lr": 9.997395772881853e-06, "epoch": 0.02054794520547945, "percentage": 1.03, "elapsed_time": "0:00:05", "remaining_time": "0:09:07"}
|
4 |
+
{"current_steps": 4, "total_steps": 292, "loss": 0.31, "lr": 9.995370575511151e-06, "epoch": 0.0273972602739726, "percentage": 1.37, "elapsed_time": "0:00:06", "remaining_time": "0:07:47"}
|
5 |
+
{"current_steps": 5, "total_steps": 292, "loss": 0.1923, "lr": 9.992767152208724e-06, "epoch": 0.03424657534246575, "percentage": 1.71, "elapsed_time": "0:00:07", "remaining_time": "0:07:00"}
|
6 |
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{"current_steps": 6, "total_steps": 292, "loss": 0.1683, "lr": 9.989585804326963e-06, "epoch": 0.0410958904109589, "percentage": 2.05, "elapsed_time": "0:00:08", "remaining_time": "0:06:27"}
|
7 |
+
{"current_steps": 7, "total_steps": 292, "loss": 0.2258, "lr": 9.985826900114391e-06, "epoch": 0.04794520547945205, "percentage": 2.4, "elapsed_time": "0:00:08", "remaining_time": "0:06:03"}
|
8 |
+
{"current_steps": 8, "total_steps": 292, "loss": 0.1639, "lr": 9.98149087467304e-06, "epoch": 0.0547945205479452, "percentage": 2.74, "elapsed_time": "0:00:09", "remaining_time": "0:05:44"}
|
9 |
+
{"current_steps": 9, "total_steps": 292, "loss": 0.1437, "lr": 9.97657822990809e-06, "epoch": 0.06164383561643835, "percentage": 3.08, "elapsed_time": "0:00:10", "remaining_time": "0:05:30"}
|
10 |
+
{"current_steps": 10, "total_steps": 292, "loss": 0.1301, "lr": 9.97108953446976e-06, "epoch": 0.0684931506849315, "percentage": 3.42, "elapsed_time": "0:00:11", "remaining_time": "0:05:18"}
|
11 |
+
{"current_steps": 11, "total_steps": 292, "loss": 0.1387, "lr": 9.965025423687505e-06, "epoch": 0.07534246575342465, "percentage": 3.77, "elapsed_time": "0:00:12", "remaining_time": "0:05:08"}
|
12 |
+
{"current_steps": 12, "total_steps": 292, "loss": 0.1032, "lr": 9.95838659949645e-06, "epoch": 0.0821917808219178, "percentage": 4.11, "elapsed_time": "0:00:12", "remaining_time": "0:05:00"}
|
13 |
+
{"current_steps": 13, "total_steps": 292, "loss": 0.1076, "lr": 9.951173830356168e-06, "epoch": 0.08904109589041095, "percentage": 4.45, "elapsed_time": "0:00:13", "remaining_time": "0:04:54"}
|
14 |
+
{"current_steps": 14, "total_steps": 292, "loss": 0.1328, "lr": 9.943387951161702e-06, "epoch": 0.0958904109589041, "percentage": 4.79, "elapsed_time": "0:00:14", "remaining_time": "0:04:47"}
|
15 |
+
{"current_steps": 15, "total_steps": 292, "loss": 0.0937, "lr": 9.935029863146946e-06, "epoch": 0.10273972602739725, "percentage": 5.14, "elapsed_time": "0:00:15", "remaining_time": "0:04:42"}
|
16 |
+
{"current_steps": 16, "total_steps": 292, "loss": 0.0735, "lr": 9.926100533780304e-06, "epoch": 0.1095890410958904, "percentage": 5.48, "elapsed_time": "0:00:16", "remaining_time": "0:04:38"}
|
17 |
+
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|
18 |
+
{"current_steps": 18, "total_steps": 292, "loss": 0.1187, "lr": 9.906532351358047e-06, "epoch": 0.1232876712328767, "percentage": 6.16, "elapsed_time": "0:00:17", "remaining_time": "0:04:29"}
|
19 |
+
{"current_steps": 19, "total_steps": 292, "loss": 0.0907, "lr": 9.895895763365722e-06, "epoch": 0.13013698630136986, "percentage": 6.51, "elapsed_time": "0:00:18", "remaining_time": "0:04:25"}
|
20 |
+
{"current_steps": 20, "total_steps": 292, "loss": 0.1067, "lr": 9.88469246388591e-06, "epoch": 0.136986301369863, "percentage": 6.85, "elapsed_time": "0:00:19", "remaining_time": "0:04:22"}
|
21 |
+
{"current_steps": 21, "total_steps": 292, "loss": 0.1067, "lr": 9.872923749726959e-06, "epoch": 0.14383561643835616, "percentage": 7.19, "elapsed_time": "0:00:20", "remaining_time": "0:04:19"}
|
22 |
+
{"current_steps": 22, "total_steps": 292, "loss": 0.0766, "lr": 9.860590983145307e-06, "epoch": 0.1506849315068493, "percentage": 7.53, "elapsed_time": "0:00:20", "remaining_time": "0:04:16"}
|
23 |
+
{"current_steps": 23, "total_steps": 292, "loss": 0.1088, "lr": 9.847695591687788e-06, "epoch": 0.15753424657534246, "percentage": 7.88, "elapsed_time": "0:00:21", "remaining_time": "0:04:14"}
|
24 |
+
{"current_steps": 24, "total_steps": 292, "loss": 0.0954, "lr": 9.834239068026388e-06, "epoch": 0.1643835616438356, "percentage": 8.22, "elapsed_time": "0:00:22", "remaining_time": "0:04:11"}
|
25 |
+
{"current_steps": 25, "total_steps": 292, "loss": 0.0891, "lr": 9.82022296978548e-06, "epoch": 0.17123287671232876, "percentage": 8.56, "elapsed_time": "0:00:23", "remaining_time": "0:04:08"}
|
26 |
+
{"current_steps": 26, "total_steps": 292, "loss": 0.0782, "lr": 9.805648919361505e-06, "epoch": 0.1780821917808219, "percentage": 8.9, "elapsed_time": "0:00:24", "remaining_time": "0:04:06"}
|
27 |
+
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285 |
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{"current_steps": 292, "total_steps": 292, "epoch": 2.0, "percentage": 100.0, "elapsed_time": "0:04:12", "remaining_time": "0:00:00"}
|
trainer_state.json
ADDED
@@ -0,0 +1,2094 @@
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training_loss.png
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vocab.json
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