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/Jun11_06-18-59_a800/events.out.tfevents.1749622777.a800 +3 -0
- runs/Jun11_08-45-19_a800/events.out.tfevents.1749631561.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 +309 -0
- trainer_state.json +2199 -0
- training_args.bin +3 -0
- training_loss.png +0 -0
- vocab.json +0 -0
.gitattributes
CHANGED
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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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| 1 |
+
---
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| 2 |
+
library_name: transformers
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license: other
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| 4 |
+
base_model: Qwen/Qwen2-Math-1.5B
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| 5 |
+
tags:
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| 6 |
+
- llama-factory
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| 7 |
+
- full
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| 8 |
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- generated_from_trainer
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| 9 |
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model-index:
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| 10 |
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- name: sft_lr_5e-6_bs_128
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| 11 |
+
results: []
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| 12 |
+
---
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| 13 |
+
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| 14 |
+
<!-- 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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| 16 |
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# sft_lr_1e-6_bs_128
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| 18 |
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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) dataset.
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| 20 |
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| 21 |
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## Model description
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| 22 |
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More information needed
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| 24 |
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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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| 30 |
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More information needed
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| 32 |
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## Training procedure
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| 34 |
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### Training hyperparameters
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| 36 |
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The following hyperparameters were used during training:
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| 38 |
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- learning_rate: 5e-06
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| 39 |
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- train_batch_size: 16
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| 40 |
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- eval_batch_size: 8
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| 41 |
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- seed: 42
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| 42 |
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- distributed_type: multi-GPU
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| 43 |
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- num_devices: 4
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| 44 |
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- gradient_accumulation_steps: 2
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| 45 |
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- total_train_batch_size: 128
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| 46 |
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- total_eval_batch_size: 32
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| 47 |
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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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| 48 |
+
- lr_scheduler_type: cosine
|
| 49 |
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- lr_scheduler_warmup_ratio: 0.1
|
| 50 |
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- num_epochs: 1.0
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| 51 |
+
|
| 52 |
+
### Training results
|
| 53 |
+
|
| 54 |
+
|
| 55 |
+
|
| 56 |
+
### Framework versions
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| 57 |
+
|
| 58 |
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- Transformers 4.52.4
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| 59 |
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- Pytorch 2.7.1+cu126
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| 60 |
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- Datasets 3.6.0
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| 61 |
+
- Tokenizers 0.21.1
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added_tokens.json
ADDED
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{
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| 2 |
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"<|endoftext|>": 151643,
|
| 3 |
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"<|im_end|>": 151645,
|
| 4 |
+
"<|im_start|>": 151644
|
| 5 |
+
}
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all_results.json
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{
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| 2 |
+
"epoch": 1.0,
|
| 3 |
+
"total_flos": 190452489388032.0,
|
| 4 |
+
"train_loss": 0.15608682801641588,
|
| 5 |
+
"train_runtime": 8265.837,
|
| 6 |
+
"train_samples_per_second": 47.787,
|
| 7 |
+
"train_steps_per_second": 0.373
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| 8 |
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}
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chat_template.jinja
ADDED
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{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system
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| 2 |
+
You are a helpful assistant<|im_end|>
|
| 3 |
+
' }}{% endif %}{{'<|im_start|>' + message['role'] + '
|
| 4 |
+
' + message['content'] + '<|im_end|>' + '
|
| 5 |
+
'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
|
| 6 |
+
' }}{% endif %}
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config.json
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{
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| 2 |
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"architectures": [
|
| 3 |
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"Qwen2ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_dropout": 0.0,
|
| 6 |
+
"bos_token_id": 151643,
|
| 7 |
+
"eos_token_id": 151643,
|
| 8 |
+
"hidden_act": "silu",
|
| 9 |
+
"hidden_size": 1536,
|
| 10 |
+
"initializer_range": 0.02,
|
| 11 |
+
"intermediate_size": 8960,
|
| 12 |
+
"max_position_embeddings": 4096,
|
| 13 |
+
"max_window_layers": 21,
|
| 14 |
+
"model_type": "qwen2",
|
| 15 |
+
"num_attention_heads": 12,
|
| 16 |
+
"num_hidden_layers": 28,
|
| 17 |
+
"num_key_value_heads": 2,
|
| 18 |
+
"rms_norm_eps": 1e-06,
|
| 19 |
+
"rope_scaling": null,
|
| 20 |
+
"rope_theta": 10000,
|
| 21 |
+
"sliding_window": 32768,
|
| 22 |
+
"tie_word_embeddings": true,
|
| 23 |
+
"torch_dtype": "bfloat16",
|
| 24 |
+
"transformers_version": "4.52.4",
|
| 25 |
+
"use_cache": false,
|
| 26 |
+
"use_mrope": false,
|
| 27 |
+
"use_sliding_window": false,
|
| 28 |
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"vocab_size": 151936
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| 29 |
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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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| 3 |
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"eos_token_id": 151643,
|
| 4 |
+
"max_new_tokens": 2048,
|
| 5 |
+
"transformers_version": "4.52.4"
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| 6 |
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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 sha256:506face551b26065554a58cd3fb13d5505dc7e0783f4f76012f92c80d5369adf
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| 3 |
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size 3087467144
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runs/Jun11_06-18-59_a800/events.out.tfevents.1749622777.a800
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version https://git-lfs.github.com/spec/v1
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size 70708
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runs/Jun11_08-45-19_a800/events.out.tfevents.1749631561.a800
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version https://git-lfs.github.com/spec/v1
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oid sha256:718ec431daf645572c3f8ca793b2417e4619cefc7bece2f72511c4093164569d
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size 70708
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special_tokens_map.json
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{
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| 2 |
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"additional_special_tokens": [
|
| 3 |
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"<|im_start|>",
|
| 4 |
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"<|im_end|>"
|
| 5 |
+
],
|
| 6 |
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"eos_token": {
|
| 7 |
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"content": "<|im_end|>",
|
| 8 |
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"lstrip": false,
|
| 9 |
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"normalized": false,
|
| 10 |
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"rstrip": false,
|
| 11 |
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"single_word": false
|
| 12 |
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},
|
| 13 |
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"pad_token": {
|
| 14 |
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"content": "<|endoftext|>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false
|
| 19 |
+
}
|
| 20 |
+
}
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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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| 3 |
+
size 11418266
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tokenizer_config.json
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{
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| 2 |
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"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"151643": {
|
| 5 |
+
"content": "<|endoftext|>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
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"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"151644": {
|
| 13 |
+
"content": "<|im_start|>",
|
| 14 |
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"lstrip": false,
|
| 15 |
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"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"151645": {
|
| 21 |
+
"content": "<|im_end|>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
}
|
| 28 |
+
},
|
| 29 |
+
"additional_special_tokens": [
|
| 30 |
+
"<|im_start|>",
|
| 31 |
+
"<|im_end|>"
|
| 32 |
+
],
|
| 33 |
+
"bos_token": null,
|
| 34 |
+
"clean_up_tokenization_spaces": false,
|
| 35 |
+
"eos_token": "<|im_end|>",
|
| 36 |
+
"errors": "replace",
|
| 37 |
+
"extra_special_tokens": {},
|
| 38 |
+
"model_max_length": 32768,
|
| 39 |
+
"pad_token": "<|endoftext|>",
|
| 40 |
+
"padding_side": "right",
|
| 41 |
+
"split_special_tokens": false,
|
| 42 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 43 |
+
"unk_token": null
|
| 44 |
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}
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train_results.json
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{
|
| 2 |
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"epoch": 1.0,
|
| 3 |
+
"total_flos": 190452489388032.0,
|
| 4 |
+
"train_loss": 0.15608682801641588,
|
| 5 |
+
"train_runtime": 8265.837,
|
| 6 |
+
"train_samples_per_second": 47.787,
|
| 7 |
+
"train_steps_per_second": 0.373
|
| 8 |
+
}
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trainer_log.jsonl
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| 1 |
+
{"current_steps": 10, "total_steps": 3086, "loss": 0.5576, "lr": 1.4563106796116507e-07, "epoch": 0.0032404406999351912, "percentage": 0.32, "elapsed_time": "0:00:30", "remaining_time": "2:34:09"}
|
| 2 |
+
{"current_steps": 20, "total_steps": 3086, "loss": 0.5525, "lr": 3.074433656957929e-07, "epoch": 0.0064808813998703824, "percentage": 0.65, "elapsed_time": "0:00:58", "remaining_time": "2:29:19"}
|
| 3 |
+
{"current_steps": 30, "total_steps": 3086, "loss": 0.5424, "lr": 4.6925566343042074e-07, "epoch": 0.009721322099805573, "percentage": 0.97, "elapsed_time": "0:01:21", "remaining_time": "2:17:51"}
|
| 4 |
+
{"current_steps": 40, "total_steps": 3086, "loss": 0.5232, "lr": 6.310679611650486e-07, "epoch": 0.012961762799740765, "percentage": 1.3, "elapsed_time": "0:01:45", "remaining_time": "2:13:27"}
|
| 5 |
+
{"current_steps": 50, "total_steps": 3086, "loss": 0.4552, "lr": 7.928802588996765e-07, "epoch": 0.016202203499675955, "percentage": 1.62, "elapsed_time": "0:02:10", "remaining_time": "2:12:15"}
|
| 6 |
+
{"current_steps": 60, "total_steps": 3086, "loss": 0.3873, "lr": 9.546925566343043e-07, "epoch": 0.019442644199611146, "percentage": 1.94, "elapsed_time": "0:02:41", "remaining_time": "2:15:45"}
|
| 7 |
+
{"current_steps": 70, "total_steps": 3086, "loss": 0.3333, "lr": 1.1165048543689322e-06, "epoch": 0.02268308489954634, "percentage": 2.27, "elapsed_time": "0:03:07", "remaining_time": "2:14:44"}
|
| 8 |
+
{"current_steps": 80, "total_steps": 3086, "loss": 0.2982, "lr": 1.27831715210356e-06, "epoch": 0.02592352559948153, "percentage": 2.59, "elapsed_time": "0:03:34", "remaining_time": "2:14:36"}
|
| 9 |
+
{"current_steps": 90, "total_steps": 3086, "loss": 0.2797, "lr": 1.440129449838188e-06, "epoch": 0.02916396629941672, "percentage": 2.92, "elapsed_time": "0:04:00", "remaining_time": "2:13:35"}
|
| 10 |
+
{"current_steps": 100, "total_steps": 3086, "loss": 0.2596, "lr": 1.6019417475728158e-06, "epoch": 0.03240440699935191, "percentage": 3.24, "elapsed_time": "0:04:30", "remaining_time": "2:14:36"}
|
| 11 |
+
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|
| 12 |
+
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|
| 13 |
+
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|
| 14 |
+
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|
| 15 |
+
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|
| 16 |
+
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|
| 17 |
+
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|
| 18 |
+
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|
| 19 |
+
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|
| 20 |
+
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|
| 21 |
+
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|
| 22 |
+
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|
| 23 |
+
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|
| 24 |
+
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|
| 25 |
+
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|
| 26 |
+
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|
| 27 |
+
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|
| 28 |
+
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|
| 29 |
+
{"current_steps": 290, "total_steps": 3086, "loss": 0.1832, "lr": 4.676375404530745e-06, "epoch": 0.09397278029812055, "percentage": 9.4, "elapsed_time": "0:13:08", "remaining_time": "2:06:43"}
|
| 30 |
+
{"current_steps": 300, "total_steps": 3086, "loss": 0.1792, "lr": 4.838187702265373e-06, "epoch": 0.09721322099805574, "percentage": 9.72, "elapsed_time": "0:13:35", "remaining_time": "2:06:08"}
|
| 31 |
+
{"current_steps": 310, "total_steps": 3086, "loss": 0.1741, "lr": 5e-06, "epoch": 0.10045366169799093, "percentage": 10.05, "elapsed_time": "0:14:00", "remaining_time": "2:05:28"}
|
| 32 |
+
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|
| 33 |
+
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|
| 34 |
+
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|
| 35 |
+
{"current_steps": 350, "total_steps": 3086, "loss": 0.1662, "lr": 4.997440802096665e-06, "epoch": 0.11341542449773169, "percentage": 11.34, "elapsed_time": "0:15:48", "remaining_time": "2:03:31"}
|
| 36 |
+
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|
| 37 |
+
{"current_steps": 370, "total_steps": 3086, "loss": 0.1618, "lr": 4.994243032894303e-06, "epoch": 0.11989630589760207, "percentage": 11.99, "elapsed_time": "0:16:40", "remaining_time": "2:02:23"}
|
| 38 |
+
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|
| 39 |
+
{"current_steps": 390, "total_steps": 3086, "loss": 0.1631, "lr": 4.989768447981786e-06, "epoch": 0.12637718729747247, "percentage": 12.64, "elapsed_time": "0:17:33", "remaining_time": "2:01:24"}
|
| 40 |
+
{"current_steps": 400, "total_steps": 3086, "loss": 0.1631, "lr": 4.987053039933294e-06, "epoch": 0.12961762799740764, "percentage": 12.96, "elapsed_time": "0:17:59", "remaining_time": "2:00:49"}
|
| 41 |
+
{"current_steps": 410, "total_steps": 3086, "loss": 0.1596, "lr": 4.984019337921919e-06, "epoch": 0.13285806869734285, "percentage": 13.29, "elapsed_time": "0:18:26", "remaining_time": "2:00:20"}
|
| 42 |
+
{"current_steps": 420, "total_steps": 3086, "loss": 0.1622, "lr": 4.980667730201964e-06, "epoch": 0.13609850939727802, "percentage": 13.61, "elapsed_time": "0:18:53", "remaining_time": "1:59:56"}
|
| 43 |
+
{"current_steps": 430, "total_steps": 3086, "loss": 0.1626, "lr": 4.976998645713417e-06, "epoch": 0.13933895009721323, "percentage": 13.93, "elapsed_time": "0:19:19", "remaining_time": "1:59:24"}
|
| 44 |
+
{"current_steps": 440, "total_steps": 3086, "loss": 0.1563, "lr": 4.973012554027059e-06, "epoch": 0.1425793907971484, "percentage": 14.26, "elapsed_time": "0:19:46", "remaining_time": "1:58:52"}
|
| 45 |
+
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|
| 46 |
+
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|
| 47 |
+
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|
| 48 |
+
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|
| 49 |
+
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|
| 50 |
+
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| 51 |
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| 52 |
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| 53 |
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|
| 54 |
+
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| 55 |
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|
| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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| 64 |
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|
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{"current_steps": 3080, "total_steps": 3086, "loss": 0.1368, "lr": 7.838840167168071e-11, "epoch": 0.9980557355800389, "percentage": 99.81, "elapsed_time": "2:16:54", "remaining_time": "0:00:16"}
|
| 309 |
+
{"current_steps": 3086, "total_steps": 3086, "epoch": 1.0, "percentage": 100.0, "elapsed_time": "2:17:45", "remaining_time": "0:00:00"}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,2199 @@
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