Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +61 -0
- added_tokens.json +5 -0
- all_results.json +8 -0
- chat_template.jinja +6 -0
- config.json +29 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Jun05_16-20-01_a800/events.out.tfevents.1749140416.a800 +3 -0
- runs/Jun05_16-31-58_a800/events.out.tfevents.1749141132.a800 +3 -0
- special_tokens_map.json +20 -0
- tokenizer.json +3 -0
- tokenizer_config.json +44 -0
- train_results.json +8 -0
- trainer_log.jsonl +40 -0
- trainer_state.json +316 -0
- training_args.bin +3 -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: Qwen/Qwen2-Math-1.5B
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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: sft
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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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# sft
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This model is a fine-tuned version of [Qwen/Qwen2-Math-1.5B](https://huggingface.co/Qwen/Qwen2-Math-1.5B) on the [meta-math/MetaMathQA](https://huggingface.co/datasets/meta-math/MetaMathQA) 50K random selected 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-05
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- train_batch_size: 16
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- eval_batch_size: 8
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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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- gradient_accumulation_steps: 2
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- total_train_batch_size: 128
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- total_eval_batch_size: 32
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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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- lr_scheduler_warmup_ratio: 0.1
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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 4.52.4
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- Pytorch 2.7.1+cu126
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- Datasets 3.6.0
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- Tokenizers 0.21.1
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added_tokens.json
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{
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"<|endoftext|>": 151643,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644
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}
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all_results.json
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{
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"epoch": 1.0,
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| 3 |
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"total_flos": 24007129694208.0,
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| 4 |
+
"train_loss": 0.18847447641365364,
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| 5 |
+
"train_runtime": 1067.9437,
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| 6 |
+
"train_samples_per_second": 46.819,
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| 7 |
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"train_steps_per_second": 0.366
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}
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chat_template.jinja
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{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system
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You are a helpful assistant<|im_end|>
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' }}{% endif %}{{'<|im_start|>' + message['role'] + '
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' + message['content'] + '<|im_end|>' + '
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'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
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' }}{% endif %}
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config.json
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{
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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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| 6 |
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"bos_token_id": 151643,
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| 7 |
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"eos_token_id": 151643,
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| 8 |
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"hidden_act": "silu",
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| 9 |
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"hidden_size": 1536,
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| 10 |
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"initializer_range": 0.02,
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| 11 |
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"intermediate_size": 8960,
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| 12 |
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"max_position_embeddings": 4096,
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| 13 |
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"max_window_layers": 21,
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| 14 |
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"model_type": "qwen2",
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| 15 |
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"num_attention_heads": 12,
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| 16 |
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"num_hidden_layers": 28,
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| 17 |
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"num_key_value_heads": 2,
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| 18 |
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"rms_norm_eps": 1e-06,
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| 19 |
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"rope_scaling": null,
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| 20 |
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"rope_theta": 10000,
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| 21 |
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"sliding_window": 32768,
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| 22 |
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"tie_word_embeddings": true,
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| 23 |
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"torch_dtype": "bfloat16",
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"transformers_version": "4.52.4",
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"use_cache": false,
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"use_mrope": false,
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| 27 |
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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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"eos_token_id": 151643,
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| 4 |
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"max_new_tokens": 2048,
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| 5 |
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"transformers_version": "4.52.4"
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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
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version https://git-lfs.github.com/spec/v1
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oid sha256:4b80bddb2b1100803e73bd13b1405e04ed80f6c70b42b3d6ef4c296f56f47810
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size 3087467144
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runs/Jun05_16-20-01_a800/events.out.tfevents.1749140416.a800
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version https://git-lfs.github.com/spec/v1
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size 9331
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runs/Jun05_16-31-58_a800/events.out.tfevents.1749141132.a800
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a8f1db1fb65739143475e08a5ab820ffe6ceeb610b009c0eddee2b8bb5786ec
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size 13906
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<|im_start|>",
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"<|im_end|>"
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],
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"eos_token": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:bcfe42da0a4497e8b2b172c1f9f4ec423a46dc12907f4349c55025f670422ba9
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size 11418266
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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| 4 |
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"151643": {
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| 5 |
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"content": "<|endoftext|>",
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| 6 |
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"151644": {
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"content": "<|im_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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| 19 |
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},
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| 20 |
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"151645": {
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| 21 |
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"content": "<|im_end|>",
|
| 22 |
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"lstrip": false,
|
| 23 |
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"normalized": false,
|
| 24 |
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"rstrip": false,
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| 25 |
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"single_word": false,
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"special": true
|
| 27 |
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}
|
| 28 |
+
},
|
| 29 |
+
"additional_special_tokens": [
|
| 30 |
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"<|im_start|>",
|
| 31 |
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"<|im_end|>"
|
| 32 |
+
],
|
| 33 |
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"bos_token": null,
|
| 34 |
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"clean_up_tokenization_spaces": false,
|
| 35 |
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"eos_token": "<|im_end|>",
|
| 36 |
+
"errors": "replace",
|
| 37 |
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"extra_special_tokens": {},
|
| 38 |
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"model_max_length": 32768,
|
| 39 |
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"pad_token": "<|endoftext|>",
|
| 40 |
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"padding_side": "right",
|
| 41 |
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"split_special_tokens": false,
|
| 42 |
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"tokenizer_class": "Qwen2Tokenizer",
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| 43 |
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"unk_token": null
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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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| 3 |
+
"total_flos": 24007129694208.0,
|
| 4 |
+
"train_loss": 0.18847447641365364,
|
| 5 |
+
"train_runtime": 1067.9437,
|
| 6 |
+
"train_samples_per_second": 46.819,
|
| 7 |
+
"train_steps_per_second": 0.366
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| 8 |
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}
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trainer_log.jsonl
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{"current_steps": 10, "total_steps": 391, "loss": 0.5442, "lr": 2.25e-06, "epoch": 0.02557544757033248, "percentage": 2.56, "elapsed_time": "0:00:31", "remaining_time": "0:20:00"}
|
| 2 |
+
{"current_steps": 20, "total_steps": 391, "loss": 0.4196, "lr": 4.75e-06, "epoch": 0.05115089514066496, "percentage": 5.12, "elapsed_time": "0:00:56", "remaining_time": "0:17:28"}
|
| 3 |
+
{"current_steps": 30, "total_steps": 391, "loss": 0.2928, "lr": 7.25e-06, "epoch": 0.07672634271099744, "percentage": 7.67, "elapsed_time": "0:01:22", "remaining_time": "0:16:31"}
|
| 4 |
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{"current_steps": 40, "total_steps": 391, "loss": 0.2508, "lr": 9.75e-06, "epoch": 0.10230179028132992, "percentage": 10.23, "elapsed_time": "0:01:48", "remaining_time": "0:15:53"}
|
| 5 |
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{"current_steps": 50, "total_steps": 391, "loss": 0.2316, "lr": 9.983786540671052e-06, "epoch": 0.1278772378516624, "percentage": 12.79, "elapsed_time": "0:02:15", "remaining_time": "0:15:22"}
|
| 6 |
+
{"current_steps": 60, "total_steps": 391, "loss": 0.2198, "lr": 9.927874998629714e-06, "epoch": 0.1534526854219949, "percentage": 15.35, "elapsed_time": "0:02:41", "remaining_time": "0:14:50"}
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