qwen3-4b-structured-output-lora_0711_run_1のstep 450 LoRAアダプタをアップロード
Browse files- .gitattributes +1 -0
- README.md +155 -0
- adapter_config.json +52 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +28 -0
- base_train_ids.json +1902 -0
- base_validation_ids.json +102 -0
- chat_template.jinja +86 -0
- checkpoint_metadata.json +13 -0
- dataset_manifest.json +302 -0
- json_replay_dev_ids.json +12 -0
- json_replay_train_ids.json +81 -0
- merges.txt +0 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +240 -0
- toml_replay_dev_ids.json +22 -0
- toml_replay_train_ids.json +106 -0
- training_summary.json +15 -0
- vocab.json +0 -0
.gitattributes
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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 |
+
base_model: Qwen/Qwen3-4B-Instruct-2507
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| 3 |
+
datasets:
|
| 4 |
+
- daichira/structeval-t-sft-hq-yaml-cleaned
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| 5 |
+
- daichira/structured-5k-mix-sft
|
| 6 |
+
language:
|
| 7 |
+
- en
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| 8 |
+
license: apache-2.0
|
| 9 |
+
library_name: peft
|
| 10 |
+
pipeline_tag: text-generation
|
| 11 |
+
tags:
|
| 12 |
+
- qlora
|
| 13 |
+
- lora
|
| 14 |
+
- structured-output
|
| 15 |
+
- json
|
| 16 |
+
- yaml
|
| 17 |
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- toml
|
| 18 |
+
- xml
|
| 19 |
+
- csv
|
| 20 |
+
---
|
| 21 |
+
|
| 22 |
+
# qwen3-4b-structured-output-lora_0711_run_1 — step 450
|
| 23 |
+
|
| 24 |
+
このリポジトリには**LoRAアダプタのみ**が含まれています。
|
| 25 |
+
ベースモデル `Qwen/Qwen3-4B-Instruct-2507` は別途読み込む必要があります。
|
| 26 |
+
|
| 27 |
+
## 学習目的
|
| 28 |
+
|
| 29 |
+
> 2026-07-10 Run 3のYAML中心ベース＋CSV→JSONリプレイを維持し、YAML→TOML教師トークンを最終混合の約10%追加することで、JSON／CSVの改善を保ちながらTOML出力を改善できるか。
|
| 30 |
+
|
| 31 |
+
このRunは、2026-07-10 Run 3のデータ構成を基準にしています。
|
| 32 |
+
元のYAML中心データとCSV→JSONリプレイを維持し、同じ追加データセットから
|
| 33 |
+
検証済みのYAML→TOML例を構築して追加しました。
|
| 34 |
+
|
| 35 |
+
既存のRun 1またはRun 3アダプタからの継続学習ではありません。
|
| 36 |
+
ベースモデルから新しいLoRAアダプタを初期化して学習しています。
|
| 37 |
+
|
| 38 |
+
## データ
|
| 39 |
+
|
| 40 |
+
### YAML中心ベースデータ
|
| 41 |
+
|
| 42 |
+
- データセット: `daichira/structeval-t-sft-hq-yaml-cleaned`
|
| 43 |
+
- リビジョン: `e73a755d3b50bd3ac38c99c1ede87ca9b3139cba`
|
| 44 |
+
- 最終教師トークン比率: 80.9209%
|
| 45 |
+
- ライセンス: Apache-2.0
|
| 46 |
+
|
| 47 |
+
### CSV→JSONリプレイ
|
| 48 |
+
|
| 49 |
+
- 取得元: `daichira/structured-5k-mix-sft`
|
| 50 |
+
- リビジョン: `740e82f5bb5ae31c9b0f9c2fa15f78bbcaf3dbe2`
|
| 51 |
+
- フィルター:
|
| 52 |
+
- category: `C_JSON`
|
| 53 |
+
- subcategory: `csv_to_json`
|
| 54 |
+
- task: `transform`
|
| 55 |
+
- 選択行数: 79
|
| 56 |
+
- Run 3方式での選択時比率: 10.0380%
|
| 57 |
+
- TOML追加後の最終教師トークン比率: 9.0292%
|
| 58 |
+
|
| 59 |
+
### YAML→TOMLリプレイ
|
| 60 |
+
|
| 61 |
+
- 取得元: `daichira/structured-5k-mix-sft`
|
| 62 |
+
- リビジョン: `740e82f5bb5ae31c9b0f9c2fa15f78bbcaf3dbe2`
|
| 63 |
+
- 選択行数: 104
|
| 64 |
+
- 目標最終教師トークン比率: 10.0000%
|
| 65 |
+
- 実際の最終教師トークン比率: 10.0499%
|
| 66 |
+
- 構築元内訳: `{'reversed_toml_to_yaml': 104}`
|
| 67 |
+
- 長さ選択サイクル: `['short', 'short', 'short', 'short', 'medium', 'medium', 'long']`
|
| 68 |
+
|
| 69 |
+
YAML→TOMLは、まず既存のTOML→YAMLペアを意味検証後に反転しました。
|
| 70 |
+
その候補だけで目標トークン数へ届かない場合のみ、text→TOMLの正解TOMLを解析し、
|
| 71 |
+
同じ構造を決定論的にYAMLへ直列化した入力を補完候補として使用しました。
|
| 72 |
+
|
| 73 |
+
追加データは次の条件を満たす例だけを使用しています。
|
| 74 |
+
|
| 75 |
+
- TOMLを`tomllib`で解析可能
|
| 76 |
+
- YAMLをPyYAMLで解析可能
|
| 77 |
+
- YAMLとTOMLの解析結果が意味的に一致
|
| 78 |
+
- 説明文、コードフェンス、思考タグを含まない
|
| 79 |
+
- チャットテンプレート適用後の完全シーケンスが
|
| 80 |
+
2048トークン以内
|
| 81 |
+
|
| 82 |
+
追加データセットのライセンスはCC-BY-4.0です。
|
| 83 |
+
|
| 84 |
+
## 学習設定
|
| 85 |
+
|
| 86 |
+
- ベースモデル: `Qwen/Qwen3-4B-Instruct-2507`
|
| 87 |
+
- 手法: Unslothを用いた4ビットQLoRA
|
| 88 |
+
- 最大シーケンス長: 2048
|
| 89 |
+
- 学習予算方式: `epochs`
|
| 90 |
+
- 要求エポック数: 5.0
|
| 91 |
+
- 実際の最終ステップ数: 655
|
| 92 |
+
- 実際の最終エポック: 5.0000
|
| 93 |
+
- ウォームアップ比率: 0.1
|
| 94 |
+
- 実際のウォームアップステップ数: 66
|
| 95 |
+
- 学習率: 1e-06
|
| 96 |
+
- スケジューラー: cosine
|
| 97 |
+
- 重み減衰: 0.05
|
| 98 |
+
- 実効バッチサイズ: 16
|
| 99 |
+
- LoRAランク: 64
|
| 100 |
+
- LoRAアルファ: 128
|
| 101 |
+
- 精度: BF16
|
| 102 |
+
|
| 103 |
+
## 評価データ方針
|
| 104 |
+
|
| 105 |
+
`public_150.json`は読み込まず、学習、追加データ構築、
|
| 106 |
+
チェックポイント選択、早期終了のいずれにも使用していません。
|
| 107 |
+
|
| 108 |
+
## 使用方法
|
| 109 |
+
|
| 110 |
+
```python
|
| 111 |
+
import torch
|
| 112 |
+
from transformers import (
|
| 113 |
+
AutoModelForCausalLM,
|
| 114 |
+
AutoTokenizer,
|
| 115 |
+
)
|
| 116 |
+
from peft import PeftModel
|
| 117 |
+
|
| 118 |
+
base_model_id = "Qwen/Qwen3-4B-Instruct-2507"
|
| 119 |
+
adapter_id = "morizon/qwen3-4b-structured-output-lora_0711_run_1-step450"
|
| 120 |
+
|
| 121 |
+
tokenizer = AutoTokenizer.from_pretrained(
|
| 122 |
+
base_model_id
|
| 123 |
+
)
|
| 124 |
+
base_model = AutoModelForCausalLM.from_pretrained(
|
| 125 |
+
base_model_id,
|
| 126 |
+
torch_dtype=torch.bfloat16,
|
| 127 |
+
device_map="auto",
|
| 128 |
+
)
|
| 129 |
+
model = PeftModel.from_pretrained(
|
| 130 |
+
base_model,
|
| 131 |
+
adapter_id,
|
| 132 |
+
)
|
| 133 |
+
```
|
| 134 |
+
|
| 135 |
+
## 再現性
|
| 136 |
+
|
| 137 |
+
このリポジトリには、`dataset_manifest.json`、
|
| 138 |
+
`training_summary.json`、選択済みIDファイルが含まれます。
|
| 139 |
+
データセットの正確なリビジョン、シード、トークン統計、
|
| 140 |
+
2系統の追加データ選択結果、実際の最終ステップを確認できます。
|
| 141 |
+
|
| 142 |
+
## 利用条件
|
| 143 |
+
|
| 144 |
+
利用者は、ベースモデルおよび各データセットのライセンスと
|
| 145 |
+
利用条件を確認してください。
|
| 146 |
+
|
| 147 |
+
## チェックポイント情報
|
| 148 |
+
|
| 149 |
+
- 学習ステップ: 450
|
| 150 |
+
- 実際の最終ステップ: 655
|
| 151 |
+
- 最終モデルか: いいえ
|
| 152 |
+
- 学習データ、データ分割、シード、学習率スケジュールは、
|
| 153 |
+
同じ実験内の他のチェックポイントと共通です。
|
| 154 |
+
- 公���150件は、学習、チェックポイント作成、
|
| 155 |
+
チェックポイント選択には使用していません。
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adapter_config.json
ADDED
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{
|
| 2 |
+
"alora_invocation_tokens": null,
|
| 3 |
+
"alpha_pattern": {},
|
| 4 |
+
"arrow_config": null,
|
| 5 |
+
"auto_mapping": {
|
| 6 |
+
"base_model_class": "Qwen3ForCausalLM",
|
| 7 |
+
"parent_library": "transformers.models.qwen3.modeling_qwen3",
|
| 8 |
+
"unsloth_fixed": true
|
| 9 |
+
},
|
| 10 |
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"base_model_name_or_path": "unsloth/qwen3-4b-instruct-2507-unsloth-bnb-4bit",
|
| 11 |
+
"bias": "none",
|
| 12 |
+
"corda_config": null,
|
| 13 |
+
"ensure_weight_tying": false,
|
| 14 |
+
"eva_config": null,
|
| 15 |
+
"exclude_modules": null,
|
| 16 |
+
"fan_in_fan_out": false,
|
| 17 |
+
"inference_mode": true,
|
| 18 |
+
"init_lora_weights": true,
|
| 19 |
+
"layer_replication": null,
|
| 20 |
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"layers_pattern": null,
|
| 21 |
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"layers_to_transform": null,
|
| 22 |
+
"loftq_config": {},
|
| 23 |
+
"lora_alpha": 128,
|
| 24 |
+
"lora_bias": false,
|
| 25 |
+
"lora_dropout": 0.0,
|
| 26 |
+
"lora_ga_config": null,
|
| 27 |
+
"megatron_config": null,
|
| 28 |
+
"megatron_core": "megatron.core",
|
| 29 |
+
"modules_to_save": null,
|
| 30 |
+
"peft_type": "LORA",
|
| 31 |
+
"peft_version": "0.19.1",
|
| 32 |
+
"qalora_group_size": 16,
|
| 33 |
+
"r": 64,
|
| 34 |
+
"rank_pattern": {},
|
| 35 |
+
"revision": null,
|
| 36 |
+
"target_modules": [
|
| 37 |
+
"v_proj",
|
| 38 |
+
"k_proj",
|
| 39 |
+
"o_proj",
|
| 40 |
+
"down_proj",
|
| 41 |
+
"q_proj",
|
| 42 |
+
"up_proj",
|
| 43 |
+
"gate_proj"
|
| 44 |
+
],
|
| 45 |
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"target_parameters": null,
|
| 46 |
+
"task_type": "CAUSAL_LM",
|
| 47 |
+
"trainable_token_indices": null,
|
| 48 |
+
"use_bdlora": null,
|
| 49 |
+
"use_dora": false,
|
| 50 |
+
"use_qalora": false,
|
| 51 |
+
"use_rslora": false
|
| 52 |
+
}
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adapter_model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f70263117835443d34191e034599e47c9af6cf01b2d007dcc69bff5618d9639
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| 3 |
+
size 528550256
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added_tokens.json
ADDED
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{
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| 2 |
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"</think>": 151668,
|
| 3 |
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"</tool_call>": 151658,
|
| 4 |
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"</tool_response>": 151666,
|
| 5 |
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"<think>": 151667,
|
| 6 |
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"<tool_call>": 151657,
|
| 7 |
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"<tool_response>": 151665,
|
| 8 |
+
"<|box_end|>": 151649,
|
| 9 |
+
"<|box_start|>": 151648,
|
| 10 |
+
"<|endoftext|>": 151643,
|
| 11 |
+
"<|file_sep|>": 151664,
|
| 12 |
+
"<|fim_middle|>": 151660,
|
| 13 |
+
"<|fim_pad|>": 151662,
|
| 14 |
+
"<|fim_prefix|>": 151659,
|
| 15 |
+
"<|fim_suffix|>": 151661,
|
| 16 |
+
"<|im_end|>": 151645,
|
| 17 |
+
"<|im_start|>": 151644,
|
| 18 |
+
"<|image_pad|>": 151655,
|
| 19 |
+
"<|object_ref_end|>": 151647,
|
| 20 |
+
"<|object_ref_start|>": 151646,
|
| 21 |
+
"<|quad_end|>": 151651,
|
| 22 |
+
"<|quad_start|>": 151650,
|
| 23 |
+
"<|repo_name|>": 151663,
|
| 24 |
+
"<|video_pad|>": 151656,
|
| 25 |
+
"<|vision_end|>": 151653,
|
| 26 |
+
"<|vision_pad|>": 151654,
|
| 27 |
+
"<|vision_start|>": 151652
|
| 28 |
+
}
|
base_train_ids.json
ADDED
|
@@ -0,0 +1,1902 @@
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| 1 |
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+
"266cd733bb89b6391d51c688b9d45d1e",
|
| 1837 |
+
"1df19d84774466edcd9bf6e60cd9d146",
|
| 1838 |
+
"096a7e18f6721b599ef2db53e680b264",
|
| 1839 |
+
"c6b087fcc83dd1905becf1bfa8fba0ca",
|
| 1840 |
+
"eea16831e894d8d937bf001d6dab017a",
|
| 1841 |
+
"adf57800510d05de425a9bbaaedf1df1",
|
| 1842 |
+
"b438b31f56b61c3c0089229d88629ba9",
|
| 1843 |
+
"d3acaed719cd13b18728172516cc1b60",
|
| 1844 |
+
"976fe802c748c0b84d3f53b91066beb5",
|
| 1845 |
+
"f16659e51cf3a8ba8bce583e87e789ac",
|
| 1846 |
+
"e532666d081faddb01b5672b9d654c15",
|
| 1847 |
+
"2980366f86ab450fc57740cb601630f5",
|
| 1848 |
+
"520b3d8aa1ef8cce9b963108594f12d1",
|
| 1849 |
+
"92792d75e9c06b52504f421ae1d235c8",
|
| 1850 |
+
"c43c026873d9a3445eccd4cf24536031",
|
| 1851 |
+
"221d72a2fca1c0d83cadf1a85d1f44d6",
|
| 1852 |
+
"aab4d5b647da0bd652d289bd9c1980d4",
|
| 1853 |
+
"d6531f9c06952456579840fbd3eaf814",
|
| 1854 |
+
"e473ae823660190bb0eed1fe3edc5ea4",
|
| 1855 |
+
"342d7fdc527fc0ff50a3ab8027b4488d",
|
| 1856 |
+
"2bddc57a0b2083b8e917b418feca1421",
|
| 1857 |
+
"e4ac94ac973e1b32337a38f36f63f728",
|
| 1858 |
+
"46e672fbea26c62b15fafa41d9d43916",
|
| 1859 |
+
"66b091a0292a49804351070a1a840b93",
|
| 1860 |
+
"9c229113e29a9fa7afe789e5ef021c14",
|
| 1861 |
+
"a27808b1611723b89e5dc375ed4ce56f",
|
| 1862 |
+
"3fd3c55f99269e5b84bb7a96580a7185",
|
| 1863 |
+
"53f606ff3b7b830938229dd1791dccf6",
|
| 1864 |
+
"acc065a7425b42d8ee0cc3df5007a9b2",
|
| 1865 |
+
"e792e22173b1e8e208392f0181b492c0",
|
| 1866 |
+
"f7081ef2cfef4bbbdb003cd1d343be63",
|
| 1867 |
+
"bf60e4d6bbbd79d2ed116840888ec691",
|
| 1868 |
+
"8f6f4b263117d50eb82c4cb5e12e704e",
|
| 1869 |
+
"6975f0be3cf1cfe50bf8656116d63849",
|
| 1870 |
+
"6a736dbbdd09eb858f67a99b425bb320",
|
| 1871 |
+
"b21327389babe32494d76b900decd8b5",
|
| 1872 |
+
"e81f5f22a9a9f4bd2e3abb196e9f9599",
|
| 1873 |
+
"eb98a30d2d8ac27f6851ce16ed921c3a",
|
| 1874 |
+
"4d30ae3405ac69d6edcc6b4b81216aee",
|
| 1875 |
+
"be71755244f6a8e5385dcbd0ff3c6e32",
|
| 1876 |
+
"dea1b577199a00a658f23303e64f1c38",
|
| 1877 |
+
"bdc7e91ce19591404ae6241843baa5c0",
|
| 1878 |
+
"dbb333274a378b4290460b8c24404a0f",
|
| 1879 |
+
"4fc51ee0aa3db3ae7ee07dc760e08453",
|
| 1880 |
+
"6cea80b282633e2ea38bbd9bcaf12a06",
|
| 1881 |
+
"f00795e2f70fd74fb276d6c99bc67a6c",
|
| 1882 |
+
"8d5184edf7ae41db57b396ff36785fd2",
|
| 1883 |
+
"31b2a3c3ef68ebfdec7354d2318b74ef",
|
| 1884 |
+
"c85eb7ec8d2d579e437191dba52f77fc",
|
| 1885 |
+
"8700df85e7a8ae042f71ddb2007f8d80",
|
| 1886 |
+
"bef913e49838fd74e16ec9522ca68ce3",
|
| 1887 |
+
"80768f246c8f6841bc7e4a4ddcad771b",
|
| 1888 |
+
"f83aaefd8ca388796f5800b5461da758",
|
| 1889 |
+
"fb9c04b1d49b4a358e72a510c5bb9b53",
|
| 1890 |
+
"db1208c8726d267f696d5a127696be64",
|
| 1891 |
+
"50186edbec87d5d384d877f13021ec35",
|
| 1892 |
+
"236551c628de92e76e0dde31b6b71987",
|
| 1893 |
+
"0e82aba90894a812d3757fbac8468239",
|
| 1894 |
+
"8bfe99725d67de64e48be07ab85c6d50",
|
| 1895 |
+
"1ad9498b836d20d0b72a850764adfdaf",
|
| 1896 |
+
"97a63c6a218afe32dafc7ee342d543c7",
|
| 1897 |
+
"533c16d9e0e117ddf25a50cf1e2c29ba",
|
| 1898 |
+
"3ad78d76706f5a21ec960e374dcd6361",
|
| 1899 |
+
"35b5c64e7fe264303f7fa3e7b40a4aa4",
|
| 1900 |
+
"d157d0badf74257f266aedc5f8e0d567",
|
| 1901 |
+
"e8eab82d5e60471d372bf6a3a648ea81"
|
| 1902 |
+
]
|
base_validation_ids.json
ADDED
|
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
"10a1ed143e46d4e540d9596c99f3c938",
|
| 3 |
+
"816e3b7360820a71dcb1db507a560399",
|
| 4 |
+
"662e4b7f65f34167e4c1e9b29df6cbba",
|
| 5 |
+
"afc61629d790e4813f38ea107420d6d7",
|
| 6 |
+
"c025807cf3323654b10b91913ccd2679",
|
| 7 |
+
"509b1f4dd645f072e5d5f21df85ee5d0",
|
| 8 |
+
"1e25e9a13f1d6f9b1ea0cfe48b2001e5",
|
| 9 |
+
"69957d7b6042b3d6344c93e0144a4835",
|
| 10 |
+
"bd62212cd7f3e4dc3cf7f13537016840",
|
| 11 |
+
"2f00b21fbfb56f1d4b897bf23dddd3b4",
|
| 12 |
+
"4a165a994320c4e68ed0f2707156a382",
|
| 13 |
+
"d8883ef58db0522142836440eef437e4",
|
| 14 |
+
"8fd8c0c9b35bb38e480242ed10d1ab9d",
|
| 15 |
+
"bcbf9324b189646afb56f3f0acfdd3a5",
|
| 16 |
+
"d7e45f637e82917a42b5f5249bf47cb1",
|
| 17 |
+
"396ffc4de913576cb7d8ca83430fb659",
|
| 18 |
+
"514ae752b6205d7c0b2f52e3e4f70420",
|
| 19 |
+
"4c1fc1805fb7a96c668c31c1c79e44f2",
|
| 20 |
+
"fc2b256e012494728be904bd804d4a75",
|
| 21 |
+
"545014fa72d024cfd04857a3399fad03",
|
| 22 |
+
"165b336ab2a1e6a9ada7e72bf1caa6a3",
|
| 23 |
+
"a231998fdbac24310c6a32f428db100e",
|
| 24 |
+
"f6fc37fb852e9649364dd6e0598b9e18",
|
| 25 |
+
"3ecc07e956c2fc6fc02da908168a4c08",
|
| 26 |
+
"d94b6cf17dd57d5caeb41dedd25a1d1b",
|
| 27 |
+
"b4740f63fa7181889f6870683573bc64",
|
| 28 |
+
"dc9bfb6494641a2a190d58a0b219e682",
|
| 29 |
+
"a4578e1201c993101169b48ca08b0c8c",
|
| 30 |
+
"eee5b504a93079a6fa8f964f7b70d94f",
|
| 31 |
+
"8e2b1e450fba0eb390da0bb59df538ca",
|
| 32 |
+
"2212f7e21f38e7dc94545eb7e160f68b",
|
| 33 |
+
"b2990cca31b3fbf19b1e8d2f088bf598",
|
| 34 |
+
"9d5036d9c2143a3528991d9b5bc39d48",
|
| 35 |
+
"85bef7170e0fb8faffe0db415ee72b23",
|
| 36 |
+
"f5cc94e75045f8f6e376e08afa0f201b",
|
| 37 |
+
"45961fd288b1bec545afe6248a49e53e",
|
| 38 |
+
"aff36aa0ad7bf4f967703a23d65d4eeb",
|
| 39 |
+
"4a311d4f38c18c7ba605f1c428b6754e",
|
| 40 |
+
"43f376224799e8a3859e48196bb706fe",
|
| 41 |
+
"4c027410917432ee03fe04c1d123aed9",
|
| 42 |
+
"1b0b99f1a42ed1355ed4590ce3ae2a0e",
|
| 43 |
+
"16dc4084864dd1d599e6ed9566998301",
|
| 44 |
+
"acc9cd1d3a4c88154a9fb29e952c674b",
|
| 45 |
+
"525c0d66ab08b0844e2b66912f0bbe1b",
|
| 46 |
+
"6b7143a00a3345b8bbe618dffb38e6a4",
|
| 47 |
+
"b2ffa724134a27363adb5b76f329c201",
|
| 48 |
+
"d06a19c2398ea604542e6efc250df730",
|
| 49 |
+
"a6d363c2a1d5a6fe09ea667399550b8c",
|
| 50 |
+
"2f632cceab4308b97355223d4680c418",
|
| 51 |
+
"ae3647216e6d1ac74f892af0defa7502",
|
| 52 |
+
"c5b79e6bfa5eaaac360db8501fb10e18",
|
| 53 |
+
"d81131d09cba1c5d7bb927e89be3f14a",
|
| 54 |
+
"d074c54a217bfb45434ebe379567e160",
|
| 55 |
+
"df8c48ec902a5b6e5506de6ae73133a1",
|
| 56 |
+
"35de6c8ca751242a13a4126a4e86153d",
|
| 57 |
+
"770d81dbd2deb5841d98987ac4b1d0ff",
|
| 58 |
+
"5388986a2af2ca0d6119b44c9c287e05",
|
| 59 |
+
"744f71259b0ae320c7398686861e0ffe",
|
| 60 |
+
"12df042b19358a66b8da6024d439f8b7",
|
| 61 |
+
"b5f8ead3f9aea8376fbbc2054ea8e539",
|
| 62 |
+
"fef7991a26b28d18d8323dabd3d4a7ce",
|
| 63 |
+
"b10e65b5a353b45c2b038c8e02a9c07d",
|
| 64 |
+
"86814046730c8972836df19f2818bc11",
|
| 65 |
+
"640be7ea93607f5f3dc9edc1f3e98945",
|
| 66 |
+
"667de9e82dfc8fe5c2881631e9c7e745",
|
| 67 |
+
"66698ad2d60bbc64ecb1be89c861adbb",
|
| 68 |
+
"840a909fa0eb63ad441c79cd733e1dc2",
|
| 69 |
+
"cf3c2ea9b247802e738e7a291ea6d10e",
|
| 70 |
+
"ce1a6c0e9a930f4f6c56042214c7caa0",
|
| 71 |
+
"7954ed58ed600534ac102a635ee464a9",
|
| 72 |
+
"9a2a75758ae5141563edd9ea346f1ab4",
|
| 73 |
+
"bed0095afd375d6b89dd46df2e3df5a5",
|
| 74 |
+
"559d11ed3c070f8d4cc66715de65bf28",
|
| 75 |
+
"7e7076898804ad49e2f92ecb9ed8d423",
|
| 76 |
+
"598e3fe20f1d37bde6f51afed05c9dc0",
|
| 77 |
+
"b9066a81942c4db9e030348a745fbdd0",
|
| 78 |
+
"6c5e471a8d8ff2a985c4a17457e8c48c",
|
| 79 |
+
"72a1b645d4238ab93d0a7a77de2cd0ae",
|
| 80 |
+
"9064dead347424fc15b0ff063eeb9f80",
|
| 81 |
+
"2b7f30b56348fc9e28b567054afccbda",
|
| 82 |
+
"5880f31be013ca9292df3fd2ed085353",
|
| 83 |
+
"b3c71bc3b9013fb063ebae2d25b49de5",
|
| 84 |
+
"a2f6bbf3010c5e70504bfd62ae74a731",
|
| 85 |
+
"b85de58305f533a9e7b95f89fdc4b1b1",
|
| 86 |
+
"cdea68fe2af541ab13292c6346b9289b",
|
| 87 |
+
"c3947d78b3912c3cd2aa0be562ae550e",
|
| 88 |
+
"dd3b0ad204a0b99ebddce4bdc8d92946",
|
| 89 |
+
"079088715a255beae744aa480c3af445",
|
| 90 |
+
"3e0dcaf9f1780ddc2b61f587e46aba4c",
|
| 91 |
+
"d4b5df611ac3e01c7f16d4b596e321f2",
|
| 92 |
+
"7a872b92947ffb1751a5c75064c200cb",
|
| 93 |
+
"159b4d1158f53e3c797df6926565d901",
|
| 94 |
+
"e8e0cb5b7a457fee0ebeaa9ae9bc4cc2",
|
| 95 |
+
"a5203bd8b37fc385f54d63595737051b",
|
| 96 |
+
"680829799e873fca48da299398eff53d",
|
| 97 |
+
"d8f413b30b2ed3482349fa36ad236808",
|
| 98 |
+
"8d225f6b26631be6d04b394a893bfb05",
|
| 99 |
+
"a83682ab1b0bf6adc152cc26a805ebeb",
|
| 100 |
+
"6304ab9e17285519ec81cf0e7edc9bfd",
|
| 101 |
+
"3bf93b84abd223476816686464a8c7c4"
|
| 102 |
+
]
|
chat_template.jinja
ADDED
|
@@ -0,0 +1,86 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
|
|
|
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|
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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 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{{- messages[0].content + '\n\n' }}
|
| 5 |
+
{%- endif %}
|
| 6 |
+
{{- "# 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>" }}
|
| 7 |
+
{%- for tool in tools %}
|
| 8 |
+
{{- "\n" }}
|
| 9 |
+
{{- tool | tojson }}
|
| 10 |
+
{%- endfor %}
|
| 11 |
+
{{- "\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" }}
|
| 12 |
+
{%- else %}
|
| 13 |
+
{%- if messages[0].role == 'system' %}
|
| 14 |
+
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
|
| 15 |
+
{%- endif %}
|
| 16 |
+
{%- endif %}
|
| 17 |
+
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
|
| 18 |
+
{%- for message in messages[::-1] %}
|
| 19 |
+
{%- set index = (messages|length - 1) - loop.index0 %}
|
| 20 |
+
{%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
|
| 21 |
+
{%- set ns.multi_step_tool = false %}
|
| 22 |
+
{%- set ns.last_query_index = index %}
|
| 23 |
+
{%- endif %}
|
| 24 |
+
{%- endfor %}
|
| 25 |
+
{%- for message in messages %}
|
| 26 |
+
{%- if message.content is string %}
|
| 27 |
+
{%- set content = message.content %}
|
| 28 |
+
{%- else %}
|
| 29 |
+
{%- set content = '' %}
|
| 30 |
+
{%- endif %}
|
| 31 |
+
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
|
| 32 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 33 |
+
{%- elif message.role == "assistant" %}
|
| 34 |
+
{%- set reasoning_content = '' %}
|
| 35 |
+
{%- if message.reasoning_content is string %}
|
| 36 |
+
{%- set reasoning_content = message.reasoning_content %}
|
| 37 |
+
{%- else %}
|
| 38 |
+
{%- if '</think>' in content %}
|
| 39 |
+
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 40 |
+
{%- set content = content.split('</think>')[-1].lstrip('\n') %}
|
| 41 |
+
{%- endif %}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{%- if loop.index0 > ns.last_query_index %}
|
| 44 |
+
{%- if loop.last or (not loop.last and reasoning_content) %}
|
| 45 |
+
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
|
| 46 |
+
{%- else %}
|
| 47 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 48 |
+
{%- endif %}
|
| 49 |
+
{%- else %}
|
| 50 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 51 |
+
{%- endif %}
|
| 52 |
+
{%- if message.tool_calls %}
|
| 53 |
+
{%- for tool_call in message.tool_calls %}
|
| 54 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 55 |
+
{{- '\n' }}
|
| 56 |
+
{%- endif %}
|
| 57 |
+
{%- if tool_call.function %}
|
| 58 |
+
{%- set tool_call = tool_call.function %}
|
| 59 |
+
{%- endif %}
|
| 60 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 61 |
+
{{- tool_call.name }}
|
| 62 |
+
{{- '", "arguments": ' }}
|
| 63 |
+
{%- if tool_call.arguments is string %}
|
| 64 |
+
{{- tool_call.arguments }}
|
| 65 |
+
{%- else %}
|
| 66 |
+
{{- tool_call.arguments | tojson }}
|
| 67 |
+
{%- endif %}
|
| 68 |
+
{{- '}\n</tool_call>' }}
|
| 69 |
+
{%- endfor %}
|
| 70 |
+
{%- endif %}
|
| 71 |
+
{{- '<|im_end|>\n' }}
|
| 72 |
+
{%- elif message.role == "tool" %}
|
| 73 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 74 |
+
{{- '<|im_start|>user' }}
|
| 75 |
+
{%- endif %}
|
| 76 |
+
{{- '\n<tool_response>\n' }}
|
| 77 |
+
{{- content }}
|
| 78 |
+
{{- '\n</tool_response>' }}
|
| 79 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 80 |
+
{{- '<|im_end|>\n' }}
|
| 81 |
+
{%- endif %}
|
| 82 |
+
{%- endif %}
|
| 83 |
+
{%- endfor %}
|
| 84 |
+
{%- if add_generation_prompt %}
|
| 85 |
+
{{- '<|im_start|>assistant\n' }}
|
| 86 |
+
{%- endif %}
|
checkpoint_metadata.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_name": "qwen3-4b-structured-output-lora_0711_run_1",
|
| 3 |
+
"training_step": 450,
|
| 4 |
+
"actual_final_step": 655,
|
| 5 |
+
"is_final_model": false,
|
| 6 |
+
"source_directory": "/content/qwen3-4b-structured-output-lora_0711_run_1/checkpoint-450",
|
| 7 |
+
"base_model": "Qwen/Qwen3-4B-Instruct-2507",
|
| 8 |
+
"training_budget_mode": "epochs",
|
| 9 |
+
"requested_num_train_epochs": 5.0,
|
| 10 |
+
"final_epoch": 5.0,
|
| 11 |
+
"requested_warmup_ratio": 0.1,
|
| 12 |
+
"actual_warmup_steps": 66
|
| 13 |
+
}
|
dataset_manifest.json
ADDED
|
@@ -0,0 +1,302 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema_version": 2,
|
| 3 |
+
"notebook": "SFT_20260711_run_1.ipynb",
|
| 4 |
+
"run_name": "qwen3-4b-structured-output-lora_0711_run_1",
|
| 5 |
+
"experimental_question": "2026-07-10 Run 3のYAML中心ベース＋CSV→JSONリプレイを維持し、YAML→TOML教師トークンを最終混合の約10%追加することで、JSON／CSVの改善を保ちながらTOML出力を改善できるか。",
|
| 6 |
+
"public_benchmark_policy": "public_150.jsonは読み込まず、学習、追加データ選択、チェックポイント選択、早期終了のいずれにも使用しません。",
|
| 7 |
+
"base_model": "Qwen/Qwen3-4B-Instruct-2507",
|
| 8 |
+
"max_seq_length": 2048,
|
| 9 |
+
"datasets": {
|
| 10 |
+
"base": {
|
| 11 |
+
"id": "daichira/structeval-t-sft-hq-yaml-cleaned",
|
| 12 |
+
"revision": "e73a755d3b50bd3ac38c99c1ede87ca9b3139cba"
|
| 13 |
+
},
|
| 14 |
+
"replay": {
|
| 15 |
+
"id": "daichira/structured-5k-mix-sft",
|
| 16 |
+
"revision": "740e82f5bb5ae31c9b0f9c2fa15f78bbcaf3dbe2",
|
| 17 |
+
"filter": {
|
| 18 |
+
"category": "C_JSON",
|
| 19 |
+
"subcategory": "csv_to_json",
|
| 20 |
+
"task": "transform"
|
| 21 |
+
}
|
| 22 |
+
},
|
| 23 |
+
"toml_replay": {
|
| 24 |
+
"id": "daichira/structured-5k-mix-sft",
|
| 25 |
+
"revision": "740e82f5bb5ae31c9b0f9c2fa15f78bbcaf3dbe2",
|
| 26 |
+
"target": {
|
| 27 |
+
"category": "C_TOML",
|
| 28 |
+
"subcategory": "yaml_to_toml",
|
| 29 |
+
"task": "transform"
|
| 30 |
+
},
|
| 31 |
+
"primary_source": {
|
| 32 |
+
"category": "C_YAML",
|
| 33 |
+
"subcategory": "toml_to_yaml",
|
| 34 |
+
"task": "transform",
|
| 35 |
+
"derivation": "Reverse validated TOML→YAML pairs."
|
| 36 |
+
},
|
| 37 |
+
"fallback_source": {
|
| 38 |
+
"category": "C_TOML",
|
| 39 |
+
"subcategory": "text_to_toml",
|
| 40 |
+
"task": "extract",
|
| 41 |
+
"derivation": "Parse target TOML and deterministically serialize the same object as YAML input."
|
| 42 |
+
}
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"seeds": {
|
| 46 |
+
"split_seed": 3407,
|
| 47 |
+
"lora_seed": 3407,
|
| 48 |
+
"trainer_seed": 42,
|
| 49 |
+
"data_seed": 42,
|
| 50 |
+
"toml_selection_seed": 1042
|
| 51 |
+
},
|
| 52 |
+
"optimizer_trajectory": {
|
| 53 |
+
"training_budget_mode": "epochs",
|
| 54 |
+
"requested_num_train_epochs": 5.0,
|
| 55 |
+
"requested_max_steps": null,
|
| 56 |
+
"warmup_mode": "ratio",
|
| 57 |
+
"warmup_ratio": 0.1,
|
| 58 |
+
"learning_rate": 1e-06,
|
| 59 |
+
"scheduler": "cosine",
|
| 60 |
+
"weight_decay": 0.05,
|
| 61 |
+
"micro_batch": 2,
|
| 62 |
+
"gradient_accumulation": 8,
|
| 63 |
+
"effective_batch": 16
|
| 64 |
+
},
|
| 65 |
+
"replay_selection": {
|
| 66 |
+
"target_replay_supervised_tokens": 55774,
|
| 67 |
+
"selected_replay_supervised_tokens": 56009,
|
| 68 |
+
"target_mixed_token_share": 0.1,
|
| 69 |
+
"actual_mixed_token_share": 0.1003795889399468,
|
| 70 |
+
"selected_rows": 79,
|
| 71 |
+
"available_rows": 85,
|
| 72 |
+
"pool_exhausted_before_target": false,
|
| 73 |
+
"selected_length_bins": {
|
| 74 |
+
"long": 28,
|
| 75 |
+
"medium": 29,
|
| 76 |
+
"short": 22
|
| 77 |
+
},
|
| 78 |
+
"selected_root_types": {
|
| 79 |
+
"object": 79
|
| 80 |
+
}
|
| 81 |
+
},
|
| 82 |
+
"toml_replay_selection": {
|
| 83 |
+
"target_toml_supervised_tokens": 61997,
|
| 84 |
+
"selected_toml_supervised_tokens": 62341,
|
| 85 |
+
"target_final_token_share": 0.1,
|
| 86 |
+
"actual_final_token_share": 0.10049926408119772,
|
| 87 |
+
"selected_rows": 104,
|
| 88 |
+
"primary_selection": {
|
| 89 |
+
"target_supervised_tokens": 61997,
|
| 90 |
+
"selected_supervised_tokens": 62341,
|
| 91 |
+
"selected_rows": 104,
|
| 92 |
+
"available_rows": 193,
|
| 93 |
+
"pool_exhausted_before_target": false,
|
| 94 |
+
"selected_length_bins": {
|
| 95 |
+
"short": 60,
|
| 96 |
+
"medium": 30,
|
| 97 |
+
"long": 14
|
| 98 |
+
},
|
| 99 |
+
"selected_origins": {
|
| 100 |
+
"reversed_toml_to_yaml": 104
|
| 101 |
+
}
|
| 102 |
+
},
|
| 103 |
+
"fallback_selection": {
|
| 104 |
+
"target_supervised_tokens": 0,
|
| 105 |
+
"selected_supervised_tokens": 0,
|
| 106 |
+
"selected_rows": 0,
|
| 107 |
+
"available_rows": 1483,
|
| 108 |
+
"pool_exhausted_before_target": false,
|
| 109 |
+
"selected_length_bins": {}
|
| 110 |
+
},
|
| 111 |
+
"pool_exhausted_before_target": false,
|
| 112 |
+
"length_cycle": [
|
| 113 |
+
"short",
|
| 114 |
+
"short",
|
| 115 |
+
"short",
|
| 116 |
+
"short",
|
| 117 |
+
"medium",
|
| 118 |
+
"medium",
|
| 119 |
+
"long"
|
| 120 |
+
],
|
| 121 |
+
"selected_origins": {
|
| 122 |
+
"reversed_toml_to_yaml": 104
|
| 123 |
+
}
|
| 124 |
+
},
|
| 125 |
+
"final_supervised_token_composition": {
|
| 126 |
+
"base_yaml_centric": {
|
| 127 |
+
"tokens": 501963,
|
| 128 |
+
"final_share": 0.8092092217960932
|
| 129 |
+
},
|
| 130 |
+
"csv_to_json": {
|
| 131 |
+
"tokens": 56009,
|
| 132 |
+
"final_share": 0.09029151412270901
|
| 133 |
+
},
|
| 134 |
+
"yaml_to_toml": {
|
| 135 |
+
"tokens": 62341,
|
| 136 |
+
"final_share": 0.10049926408119772
|
| 137 |
+
}
|
| 138 |
+
},
|
| 139 |
+
"token_statistics": {
|
| 140 |
+
"base_train": {
|
| 141 |
+
"rows": 1900,
|
| 142 |
+
"full_fit_rows": 1806,
|
| 143 |
+
"full_fit_rate": 0.9505263157894737,
|
| 144 |
+
"all_masked_rows": 0,
|
| 145 |
+
"visible_supervised_tokens": 501963,
|
| 146 |
+
"mean_prompt_retention": 0.9936397172610149,
|
| 147 |
+
"mean_full_tokens": 568.43,
|
| 148 |
+
"p50_full_tokens": 228,
|
| 149 |
+
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|
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"base_val": "/content/SFT_20260711_run_1_prepared/base_val",
|
| 296 |
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"json_replay_train": "/content/SFT_20260711_run_1_prepared/json_replay_train",
|
| 297 |
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"json_replay_dev": "/content/SFT_20260711_run_1_prepared/json_replay_dev",
|
| 298 |
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"toml_replay_train": "/content/SFT_20260711_run_1_prepared/toml_replay_train",
|
| 299 |
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"toml_replay_dev": "/content/SFT_20260711_run_1_prepared/toml_replay_dev",
|
| 300 |
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"mixed_train": "/content/SFT_20260711_run_1_prepared/mixed_train"
|
| 301 |
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}
|
| 302 |
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}
|
json_replay_dev_ids.json
ADDED
|
@@ -0,0 +1,12 @@
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|
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|
|
|
|
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|
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|
|
|
|
|
|
| 1 |
+
[
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"49bc150fa220",
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"586701bfdfac",
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|
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"d855206de796",
|
| 11 |
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"3b6c16f604fc"
|
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]
|
json_replay_train_ids.json
ADDED
|
@@ -0,0 +1,81 @@
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|
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|
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|
|
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|
|
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|
|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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| 58 |
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|
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|
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|
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|
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|
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|
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
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|
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
+
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|
| 80 |
+
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|
| 81 |
+
]
|
merges.txt
ADDED
|
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|
|
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,31 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|im_start|>",
|
| 4 |
+
"<|im_end|>",
|
| 5 |
+
"<|object_ref_start|>",
|
| 6 |
+
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|
| 7 |
+
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|
| 8 |
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|
| 9 |
+
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
+
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|
| 14 |
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"<|image_pad|>",
|
| 15 |
+
"<|video_pad|>"
|
| 16 |
+
],
|
| 17 |
+
"eos_token": {
|
| 18 |
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"content": "<|im_end|>",
|
| 19 |
+
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|
| 20 |
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|
| 21 |
+
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|
| 22 |
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|
| 23 |
+
},
|
| 24 |
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"pad_token": {
|
| 25 |
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"content": "<|vision_pad|>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": false,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
}
|
| 31 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
|
| 3 |
+
size 11422654
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,240 @@
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|
|
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|
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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 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_prefix_space": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"151643": {
|
| 6 |
+
"content": "<|endoftext|>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"151644": {
|
| 14 |
+
"content": "<|im_start|>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"151645": {
|
| 22 |
+
"content": "<|im_end|>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false,
|
| 27 |
+
"special": true
|
| 28 |
+
},
|
| 29 |
+
"151646": {
|
| 30 |
+
"content": "<|object_ref_start|>",
|
| 31 |
+
"lstrip": false,
|
| 32 |
+
"normalized": false,
|
| 33 |
+
"rstrip": false,
|
| 34 |
+
"single_word": false,
|
| 35 |
+
"special": true
|
| 36 |
+
},
|
| 37 |
+
"151647": {
|
| 38 |
+
"content": "<|object_ref_end|>",
|
| 39 |
+
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|
| 40 |
+
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|
| 41 |
+
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|
| 42 |
+
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|
| 43 |
+
"special": true
|
| 44 |
+
},
|
| 45 |
+
"151648": {
|
| 46 |
+
"content": "<|box_start|>",
|
| 47 |
+
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|
| 48 |
+
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|
| 49 |
+
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|
| 50 |
+
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|
| 51 |
+
"special": true
|
| 52 |
+
},
|
| 53 |
+
"151649": {
|
| 54 |
+
"content": "<|box_end|>",
|
| 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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|
| 65 |
+
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|
| 66 |
+
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|
| 67 |
+
"special": true
|
| 68 |
+
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|
| 69 |
+
"151651": {
|
| 70 |
+
"content": "<|quad_end|>",
|
| 71 |
+
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|
| 72 |
+
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|
| 73 |
+
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|
| 74 |
+
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|
| 75 |
+
"special": true
|
| 76 |
+
},
|
| 77 |
+
"151652": {
|
| 78 |
+
"content": "<|vision_start|>",
|
| 79 |
+
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|
| 80 |
+
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|
| 81 |
+
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|
| 82 |
+
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|
| 83 |
+
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|
| 84 |
+
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|
| 85 |
+
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|
| 86 |
+
"content": "<|vision_end|>",
|
| 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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|
| 92 |
+
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|
| 93 |
+
"151654": {
|
| 94 |
+
"content": "<|vision_pad|>",
|
| 95 |
+
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|
| 96 |
+
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|
| 97 |
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|
| 98 |
+
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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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|
| 105 |
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|
| 106 |
+
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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 |
+
"content": "<tool_call>",
|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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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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|
| 129 |
+
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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 |
+
"content": "<|fim_prefix|>",
|
| 135 |
+
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|
| 136 |
+
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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 |
+
},
|
| 149 |
+
"151661": {
|
| 150 |
+
"content": "<|fim_suffix|>",
|
| 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 |
+
},
|
| 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 |
+
"special": false
|
| 164 |
+
},
|
| 165 |
+
"151663": {
|
| 166 |
+
"content": "<|repo_name|>",
|
| 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 |
+
},
|
| 173 |
+
"151664": {
|
| 174 |
+
"content": "<|file_sep|>",
|
| 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 |
+
},
|
| 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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|
| 199 |
+
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|
| 200 |
+
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|
| 201 |
+
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|
| 202 |
+
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|
| 203 |
+
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|
| 204 |
+
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|
| 205 |
+
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|
| 206 |
+
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|
| 207 |
+
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|
| 208 |
+
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|
| 209 |
+
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|
| 210 |
+
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|
| 211 |
+
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|
| 212 |
+
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|
| 213 |
+
},
|
| 214 |
+
"additional_special_tokens": [
|
| 215 |
+
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|
| 216 |
+
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|
| 217 |
+
"<|object_ref_start|>",
|
| 218 |
+
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|
| 219 |
+
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|
| 220 |
+
"<|box_end|>",
|
| 221 |
+
"<|quad_start|>",
|
| 222 |
+
"<|quad_end|>",
|
| 223 |
+
"<|vision_start|>",
|
| 224 |
+
"<|vision_end|>",
|
| 225 |
+
"<|vision_pad|>",
|
| 226 |
+
"<|image_pad|>",
|
| 227 |
+
"<|video_pad|>"
|
| 228 |
+
],
|
| 229 |
+
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|
| 230 |
+
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|
| 231 |
+
"eos_token": "<|im_end|>",
|
| 232 |
+
"errors": "replace",
|
| 233 |
+
"extra_special_tokens": {},
|
| 234 |
+
"model_max_length": 262144,
|
| 235 |
+
"pad_token": "<|vision_pad|>",
|
| 236 |
+
"padding_side": "right",
|
| 237 |
+
"split_special_tokens": false,
|
| 238 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 239 |
+
"unk_token": null
|
| 240 |
+
}
|
toml_replay_dev_ids.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
"20e29d3337be__yaml_to_toml__reversed_toml_to_yaml",
|
| 3 |
+
"0fb32d5827b7__yaml_to_toml__reversed_toml_to_yaml",
|
| 4 |
+
"0ee3a1774dc9__yaml_to_toml__reversed_toml_to_yaml",
|
| 5 |
+
"190362cb85b6__yaml_to_toml__derived_from_text_to_toml",
|
| 6 |
+
"41b06271a9c9__yaml_to_toml__derived_from_text_to_toml",
|
| 7 |
+
"48d792800e4e__yaml_to_toml__derived_from_text_to_toml",
|
| 8 |
+
"c948ebdfe645__yaml_to_toml__derived_from_text_to_toml",
|
| 9 |
+
"65c86c0206b4__yaml_to_toml__derived_from_text_to_toml",
|
| 10 |
+
"98ea55ee3717__yaml_to_toml__derived_from_text_to_toml",
|
| 11 |
+
"577f59759ab1__yaml_to_toml__derived_from_text_to_toml",
|
| 12 |
+
"ed89088df1c3__yaml_to_toml__derived_from_text_to_toml",
|
| 13 |
+
"8835e49de156__yaml_to_toml__derived_from_text_to_toml",
|
| 14 |
+
"4a4f1dd05999__yaml_to_toml__derived_from_text_to_toml",
|
| 15 |
+
"2f40d7697f60__yaml_to_toml__derived_from_text_to_toml",
|
| 16 |
+
"cb08c4bc2513__yaml_to_toml__derived_from_text_to_toml",
|
| 17 |
+
"722452a053bf__yaml_to_toml__derived_from_text_to_toml",
|
| 18 |
+
"5c1d696ba62b__yaml_to_toml__derived_from_text_to_toml",
|
| 19 |
+
"a1e948300239__yaml_to_toml__derived_from_text_to_toml",
|
| 20 |
+
"ff74aa3d7d2e__yaml_to_toml__derived_from_text_to_toml",
|
| 21 |
+
"25a6040c2c0b__yaml_to_toml__derived_from_text_to_toml"
|
| 22 |
+
]
|
toml_replay_train_ids.json
ADDED
|
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
+
[
|
| 2 |
+
"bb593cd43493__yaml_to_toml__reversed_toml_to_yaml",
|
| 3 |
+
"0def40b35c31__yaml_to_toml__reversed_toml_to_yaml",
|
| 4 |
+
"2daa472167c6__yaml_to_toml__reversed_toml_to_yaml",
|
| 5 |
+
"5e5f7483c37d__yaml_to_toml__reversed_toml_to_yaml",
|
| 6 |
+
"215673c58667__yaml_to_toml__reversed_toml_to_yaml",
|
| 7 |
+
"38be5c11112d__yaml_to_toml__reversed_toml_to_yaml",
|
| 8 |
+
"31919c044200__yaml_to_toml__reversed_toml_to_yaml",
|
| 9 |
+
"a1a7f4a720cc__yaml_to_toml__reversed_toml_to_yaml",
|
| 10 |
+
"8fba55515df3__yaml_to_toml__reversed_toml_to_yaml",
|
| 11 |
+
"c94f6c55e092__yaml_to_toml__reversed_toml_to_yaml",
|
| 12 |
+
"1221426aa737__yaml_to_toml__reversed_toml_to_yaml",
|
| 13 |
+
"bc2ed0e761e0__yaml_to_toml__reversed_toml_to_yaml",
|
| 14 |
+
"a96e8b2327cb__yaml_to_toml__reversed_toml_to_yaml",
|
| 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 |
+
"330b3a8c9acb__yaml_to_toml__reversed_toml_to_yaml",
|
| 28 |
+
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|
| 29 |
+
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|
| 30 |
+
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|
| 31 |
+
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|
| 32 |
+
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|
| 33 |
+
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|
| 34 |
+
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|
| 35 |
+
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|
| 36 |
+
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|
| 37 |
+
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|
| 38 |
+
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|
| 39 |
+
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|
| 40 |
+
"295778aa2760__yaml_to_toml__reversed_toml_to_yaml",
|
| 41 |
+
"bd04c8ad4892__yaml_to_toml__reversed_toml_to_yaml",
|
| 42 |
+
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|
| 43 |
+
"3a765fddd988__yaml_to_toml__reversed_toml_to_yaml",
|
| 44 |
+
"4d2aafc79ed2__yaml_to_toml__reversed_toml_to_yaml",
|
| 45 |
+
"669c4e22be05__yaml_to_toml__reversed_toml_to_yaml",
|
| 46 |
+
"e9f88bb40d4f__yaml_to_toml__reversed_toml_to_yaml",
|
| 47 |
+
"72753f400acc__yaml_to_toml__reversed_toml_to_yaml",
|
| 48 |
+
"9c2fc3712fde__yaml_to_toml__reversed_toml_to_yaml",
|
| 49 |
+
"8f1f89d819a2__yaml_to_toml__reversed_toml_to_yaml",
|
| 50 |
+
"b9a092658de5__yaml_to_toml__reversed_toml_to_yaml",
|
| 51 |
+
"27d2b5e40474__yaml_to_toml__reversed_toml_to_yaml",
|
| 52 |
+
"953caf507957__yaml_to_toml__reversed_toml_to_yaml",
|
| 53 |
+
"22a2cec13234__yaml_to_toml__reversed_toml_to_yaml",
|
| 54 |
+
"4af40a5b4936__yaml_to_toml__reversed_toml_to_yaml",
|
| 55 |
+
"196ad493be53__yaml_to_toml__reversed_toml_to_yaml",
|
| 56 |
+
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|
| 57 |
+
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|
| 58 |
+
"d0224c0dd9bb__yaml_to_toml__reversed_toml_to_yaml",
|
| 59 |
+
"ab6c7b89d765__yaml_to_toml__reversed_toml_to_yaml",
|
| 60 |
+
"3dafb543cad6__yaml_to_toml__reversed_toml_to_yaml",
|
| 61 |
+
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|
| 62 |
+
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|
| 63 |
+
"3affd0c1c380__yaml_to_toml__reversed_toml_to_yaml",
|
| 64 |
+
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|
| 65 |
+
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|
| 66 |
+
"2baf326d9ee0__yaml_to_toml__reversed_toml_to_yaml",
|
| 67 |
+
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|
| 68 |
+
"6b7bd7329901__yaml_to_toml__reversed_toml_to_yaml",
|
| 69 |
+
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|
| 70 |
+
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|
| 71 |
+
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|
| 72 |
+
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|
| 73 |
+
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|
| 74 |
+
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|
| 75 |
+
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|
| 76 |
+
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|
| 77 |
+
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|
| 78 |
+
"8d830ce7af96__yaml_to_toml__reversed_toml_to_yaml",
|
| 79 |
+
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|
| 80 |
+
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|
| 81 |
+
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|
| 82 |
+
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|
| 83 |
+
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|
| 84 |
+
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|
| 85 |
+
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|
| 86 |
+
"0e7857f720a9__yaml_to_toml__reversed_toml_to_yaml",
|
| 87 |
+
"10c91c548bb1__yaml_to_toml__reversed_toml_to_yaml",
|
| 88 |
+
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|
| 89 |
+
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|
| 90 |
+
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|
| 91 |
+
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|
| 92 |
+
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|
| 93 |
+
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|
| 94 |
+
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|
| 95 |
+
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|
| 96 |
+
"4e58950e2b34__yaml_to_toml__reversed_toml_to_yaml",
|
| 97 |
+
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|
| 98 |
+
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|
| 99 |
+
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|
| 100 |
+
"88c00ee2efa6__yaml_to_toml__reversed_toml_to_yaml",
|
| 101 |
+
"8a392f2cda50__yaml_to_toml__reversed_toml_to_yaml",
|
| 102 |
+
"2bcbb43933b2__yaml_to_toml__reversed_toml_to_yaml",
|
| 103 |
+
"a992a8be4c28__yaml_to_toml__reversed_toml_to_yaml",
|
| 104 |
+
"e3eeeb7d7511__yaml_to_toml__reversed_toml_to_yaml",
|
| 105 |
+
"20d0fd5eccfe__yaml_to_toml__reversed_toml_to_yaml"
|
| 106 |
+
]
|
training_summary.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_name": "qwen3-4b-structured-output-lora_0711_run_1",
|
| 3 |
+
"training_budget_mode": "epochs",
|
| 4 |
+
"requested_num_train_epochs": 5.0,
|
| 5 |
+
"requested_max_steps": null,
|
| 6 |
+
"final_global_step": 655,
|
| 7 |
+
"final_epoch": 5.0,
|
| 8 |
+
"warmup_mode": "ratio",
|
| 9 |
+
"requested_warmup_ratio": 0.1,
|
| 10 |
+
"actual_warmup_steps": 66,
|
| 11 |
+
"learning_rate": 1e-06,
|
| 12 |
+
"lr_scheduler_type": "cosine",
|
| 13 |
+
"weight_decay": 0.05,
|
| 14 |
+
"train_runtime": 1543.7616
|
| 15 |
+
}
|
vocab.json
ADDED
|
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|
|
|