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Model: mlfoundations-dev/openthoughts3_100k_qwen25_1b_bsz512_lr2e5_epochs5 Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: Qwen/Qwen2.5-1.5B-Instruct
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tags:
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- llama-factory
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- generated_from_trainer
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model-index:
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- name: openthoughts3_100k_qwen25_1b_bsz512_lr2e5_epochs5
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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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# openthoughts3_100k_qwen25_1b_bsz512_lr2e5_epochs5
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This model is a fine-tuned version of [Qwen/Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct) on an unknown 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: 2e-05
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- train_batch_size: 4
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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: 32
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 512
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- total_eval_batch_size: 256
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- optimizer: Use OptimizerNames.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: 5.0
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### Training results
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### Framework versions
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- Transformers 4.46.1
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- Pytorch 2.3.0
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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"chat_template": "{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0]['role'] == 'system' %}\n {{- messages[0]['content'] }}\n {%- else %}\n {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n {%- endif %}\n {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0]['role'] == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n {%- else %}\n {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {{- '<|im_start|>' + message.role }}\n {%- if message.content %}\n {{- '\\n' + message.content }}\n {%- endif %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {{- '\\n<tool_call>\\n{\"name\": \"' }}\n {{- tool_call.name }}\n {{- '\", \"arguments\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- '}\\n</tool_call>' }}\n {%- endfor %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- message.content }}\n {{- '\\n</tool_response>' }}\n {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "<|endoftext|>",
|
||||
"errors": "replace",
|
||||
"model_max_length": 131072,
|
||||
"pad_token": "<|endoftext|>",
|
||||
"padding_side": "right",
|
||||
"split_special_tokens": false,
|
||||
"tokenizer_class": "Qwen2Tokenizer",
|
||||
"unk_token": null
|
||||
}
|
||||
976
trainer_log.jsonl
Normal file
976
trainer_log.jsonl
Normal file
@@ -0,0 +1,976 @@
|
||||
{"current_steps": 1, "total_steps": 975, "loss": 1.4972, "lr": 2.0408163265306121e-07, "epoch": 0.005115089514066497, "percentage": 0.1, "elapsed_time": "0:01:18", "remaining_time": "21:13:39"}
|
||||
{"current_steps": 2, "total_steps": 975, "loss": 1.4868, "lr": 4.0816326530612243e-07, "epoch": 0.010230179028132993, "percentage": 0.21, "elapsed_time": "0:02:29", "remaining_time": "20:12:14"}
|
||||
{"current_steps": 3, "total_steps": 975, "loss": 1.4995, "lr": 6.122448979591837e-07, "epoch": 0.015345268542199489, "percentage": 0.31, "elapsed_time": "0:03:41", "remaining_time": "19:56:17"}
|
||||
{"current_steps": 4, "total_steps": 975, "loss": 1.4842, "lr": 8.163265306122449e-07, "epoch": 0.020460358056265986, "percentage": 0.41, "elapsed_time": "0:04:53", "remaining_time": "19:47:59"}
|
||||
{"current_steps": 5, "total_steps": 975, "loss": 1.519, "lr": 1.0204081632653063e-06, "epoch": 0.02557544757033248, "percentage": 0.51, "elapsed_time": "0:06:04", "remaining_time": "19:39:09"}
|
||||
{"current_steps": 6, "total_steps": 975, "loss": 1.4895, "lr": 1.2244897959183673e-06, "epoch": 0.030690537084398978, "percentage": 0.62, "elapsed_time": "0:07:15", "remaining_time": "19:33:13"}
|
||||
{"current_steps": 7, "total_steps": 975, "loss": 1.4926, "lr": 1.4285714285714286e-06, "epoch": 0.03580562659846547, "percentage": 0.72, "elapsed_time": "0:08:26", "remaining_time": "19:28:24"}
|
||||
{"current_steps": 8, "total_steps": 975, "loss": 1.4801, "lr": 1.6326530612244897e-06, "epoch": 0.04092071611253197, "percentage": 0.82, "elapsed_time": "0:09:39", "remaining_time": "19:26:37"}
|
||||
{"current_steps": 9, "total_steps": 975, "loss": 1.4909, "lr": 1.8367346938775512e-06, "epoch": 0.04603580562659847, "percentage": 0.92, "elapsed_time": "0:10:49", "remaining_time": "19:22:45"}
|
||||
{"current_steps": 10, "total_steps": 975, "loss": 1.4816, "lr": 2.0408163265306125e-06, "epoch": 0.05115089514066496, "percentage": 1.03, "elapsed_time": "0:12:02", "remaining_time": "19:22:34"}
|
||||
{"current_steps": 11, "total_steps": 975, "loss": 1.4672, "lr": 2.244897959183674e-06, "epoch": 0.056265984654731455, "percentage": 1.13, "elapsed_time": "0:13:13", "remaining_time": "19:19:27"}
|
||||
{"current_steps": 12, "total_steps": 975, "loss": 1.4588, "lr": 2.4489795918367347e-06, "epoch": 0.061381074168797956, "percentage": 1.23, "elapsed_time": "0:14:25", "remaining_time": "19:16:57"}
|
||||
{"current_steps": 13, "total_steps": 975, "loss": 1.4522, "lr": 2.6530612244897964e-06, "epoch": 0.06649616368286446, "percentage": 1.33, "elapsed_time": "0:15:36", "remaining_time": "19:15:03"}
|
||||
{"current_steps": 14, "total_steps": 975, "loss": 1.439, "lr": 2.8571428571428573e-06, "epoch": 0.07161125319693094, "percentage": 1.44, "elapsed_time": "0:16:47", "remaining_time": "19:13:02"}
|
||||
{"current_steps": 15, "total_steps": 975, "loss": 1.4461, "lr": 3.0612244897959185e-06, "epoch": 0.07672634271099744, "percentage": 1.54, "elapsed_time": "0:17:59", "remaining_time": "19:10:56"}
|
||||
{"current_steps": 16, "total_steps": 975, "loss": 1.4451, "lr": 3.2653061224489794e-06, "epoch": 0.08184143222506395, "percentage": 1.64, "elapsed_time": "0:19:10", "remaining_time": "19:08:50"}
|
||||
{"current_steps": 17, "total_steps": 975, "loss": 1.4674, "lr": 3.469387755102041e-06, "epoch": 0.08695652173913043, "percentage": 1.74, "elapsed_time": "0:20:21", "remaining_time": "19:07:34"}
|
||||
{"current_steps": 18, "total_steps": 975, "loss": 1.4301, "lr": 3.6734693877551024e-06, "epoch": 0.09207161125319693, "percentage": 1.85, "elapsed_time": "0:21:32", "remaining_time": "19:05:12"}
|
||||
{"current_steps": 19, "total_steps": 975, "loss": 1.4207, "lr": 3.877551020408164e-06, "epoch": 0.09718670076726342, "percentage": 1.95, "elapsed_time": "0:22:44", "remaining_time": "19:04:13"}
|
||||
{"current_steps": 20, "total_steps": 975, "loss": 1.394, "lr": 4.081632653061225e-06, "epoch": 0.10230179028132992, "percentage": 2.05, "elapsed_time": "0:23:55", "remaining_time": "19:02:36"}
|
||||
{"current_steps": 21, "total_steps": 975, "loss": 1.3935, "lr": 4.2857142857142855e-06, "epoch": 0.10741687979539642, "percentage": 2.15, "elapsed_time": "0:25:06", "remaining_time": "19:00:49"}
|
||||
{"current_steps": 22, "total_steps": 975, "loss": 1.3726, "lr": 4.489795918367348e-06, "epoch": 0.11253196930946291, "percentage": 2.26, "elapsed_time": "0:26:18", "remaining_time": "18:59:21"}
|
||||
{"current_steps": 23, "total_steps": 975, "loss": 1.3876, "lr": 4.693877551020409e-06, "epoch": 0.11764705882352941, "percentage": 2.36, "elapsed_time": "0:27:29", "remaining_time": "18:57:43"}
|
||||
{"current_steps": 24, "total_steps": 975, "loss": 1.38, "lr": 4.897959183673469e-06, "epoch": 0.12276214833759591, "percentage": 2.46, "elapsed_time": "0:28:41", "remaining_time": "18:56:51"}
|
||||
{"current_steps": 25, "total_steps": 975, "loss": 1.3644, "lr": 5.1020408163265315e-06, "epoch": 0.1278772378516624, "percentage": 2.56, "elapsed_time": "0:29:51", "remaining_time": "18:54:52"}
|
||||
{"current_steps": 26, "total_steps": 975, "loss": 1.3362, "lr": 5.306122448979593e-06, "epoch": 0.1329923273657289, "percentage": 2.67, "elapsed_time": "0:31:04", "remaining_time": "18:54:02"}
|
||||
{"current_steps": 27, "total_steps": 975, "loss": 1.3407, "lr": 5.510204081632653e-06, "epoch": 0.13810741687979539, "percentage": 2.77, "elapsed_time": "0:32:14", "remaining_time": "18:52:03"}
|
||||
{"current_steps": 28, "total_steps": 975, "loss": 1.3645, "lr": 5.7142857142857145e-06, "epoch": 0.1432225063938619, "percentage": 2.87, "elapsed_time": "0:33:26", "remaining_time": "18:50:56"}
|
||||
{"current_steps": 29, "total_steps": 975, "loss": 1.3498, "lr": 5.918367346938776e-06, "epoch": 0.1483375959079284, "percentage": 2.97, "elapsed_time": "0:34:37", "remaining_time": "18:49:25"}
|
||||
{"current_steps": 30, "total_steps": 975, "loss": 1.3308, "lr": 6.122448979591837e-06, "epoch": 0.1534526854219949, "percentage": 3.08, "elapsed_time": "0:35:48", "remaining_time": "18:47:59"}
|
||||
{"current_steps": 31, "total_steps": 975, "loss": 1.3448, "lr": 6.326530612244899e-06, "epoch": 0.1585677749360614, "percentage": 3.18, "elapsed_time": "0:36:59", "remaining_time": "18:46:28"}
|
||||
{"current_steps": 32, "total_steps": 975, "loss": 1.3377, "lr": 6.530612244897959e-06, "epoch": 0.1636828644501279, "percentage": 3.28, "elapsed_time": "0:38:10", "remaining_time": "18:44:52"}
|
||||
{"current_steps": 33, "total_steps": 975, "loss": 1.3096, "lr": 6.734693877551021e-06, "epoch": 0.16879795396419436, "percentage": 3.38, "elapsed_time": "0:39:22", "remaining_time": "18:43:57"}
|
||||
{"current_steps": 34, "total_steps": 975, "loss": 1.298, "lr": 6.938775510204082e-06, "epoch": 0.17391304347826086, "percentage": 3.49, "elapsed_time": "0:40:34", "remaining_time": "18:42:50"}
|
||||
{"current_steps": 35, "total_steps": 975, "loss": 1.2745, "lr": 7.1428571428571436e-06, "epoch": 0.17902813299232737, "percentage": 3.59, "elapsed_time": "0:41:45", "remaining_time": "18:41:27"}
|
||||
{"current_steps": 36, "total_steps": 975, "loss": 1.2937, "lr": 7.346938775510205e-06, "epoch": 0.18414322250639387, "percentage": 3.69, "elapsed_time": "0:42:56", "remaining_time": "18:40:00"}
|
||||
{"current_steps": 37, "total_steps": 975, "loss": 1.3047, "lr": 7.551020408163265e-06, "epoch": 0.18925831202046037, "percentage": 3.79, "elapsed_time": "0:44:07", "remaining_time": "18:38:32"}
|
||||
{"current_steps": 38, "total_steps": 975, "loss": 1.2789, "lr": 7.755102040816327e-06, "epoch": 0.19437340153452684, "percentage": 3.9, "elapsed_time": "0:45:18", "remaining_time": "18:37:08"}
|
||||
{"current_steps": 39, "total_steps": 975, "loss": 1.2783, "lr": 7.959183673469388e-06, "epoch": 0.19948849104859334, "percentage": 4.0, "elapsed_time": "0:46:29", "remaining_time": "18:35:46"}
|
||||
{"current_steps": 40, "total_steps": 975, "loss": 1.2687, "lr": 8.16326530612245e-06, "epoch": 0.20460358056265984, "percentage": 4.1, "elapsed_time": "0:47:39", "remaining_time": "18:34:11"}
|
||||
{"current_steps": 41, "total_steps": 975, "loss": 1.2597, "lr": 8.36734693877551e-06, "epoch": 0.20971867007672634, "percentage": 4.21, "elapsed_time": "0:48:51", "remaining_time": "18:33:09"}
|
||||
{"current_steps": 42, "total_steps": 975, "loss": 1.2698, "lr": 8.571428571428571e-06, "epoch": 0.21483375959079284, "percentage": 4.31, "elapsed_time": "0:50:03", "remaining_time": "18:31:52"}
|
||||
{"current_steps": 43, "total_steps": 975, "loss": 1.2912, "lr": 8.775510204081633e-06, "epoch": 0.21994884910485935, "percentage": 4.41, "elapsed_time": "0:51:14", "remaining_time": "18:30:32"}
|
||||
{"current_steps": 44, "total_steps": 975, "loss": 1.2842, "lr": 8.979591836734695e-06, "epoch": 0.22506393861892582, "percentage": 4.51, "elapsed_time": "0:52:25", "remaining_time": "18:29:15"}
|
||||
{"current_steps": 45, "total_steps": 975, "loss": 1.2679, "lr": 9.183673469387756e-06, "epoch": 0.23017902813299232, "percentage": 4.62, "elapsed_time": "0:53:36", "remaining_time": "18:27:57"}
|
||||
{"current_steps": 46, "total_steps": 975, "loss": 1.2805, "lr": 9.387755102040818e-06, "epoch": 0.23529411764705882, "percentage": 4.72, "elapsed_time": "0:54:48", "remaining_time": "18:26:46"}
|
||||
{"current_steps": 47, "total_steps": 975, "loss": 1.2752, "lr": 9.591836734693878e-06, "epoch": 0.24040920716112532, "percentage": 4.82, "elapsed_time": "0:55:59", "remaining_time": "18:25:28"}
|
||||
{"current_steps": 48, "total_steps": 975, "loss": 1.2517, "lr": 9.795918367346939e-06, "epoch": 0.24552429667519182, "percentage": 4.92, "elapsed_time": "0:57:10", "remaining_time": "18:24:04"}
|
||||
{"current_steps": 49, "total_steps": 975, "loss": 1.2529, "lr": 1e-05, "epoch": 0.2506393861892583, "percentage": 5.03, "elapsed_time": "0:58:21", "remaining_time": "18:22:45"}
|
||||
{"current_steps": 50, "total_steps": 975, "loss": 1.2344, "lr": 1.0204081632653063e-05, "epoch": 0.2557544757033248, "percentage": 5.13, "elapsed_time": "0:59:32", "remaining_time": "18:21:28"}
|
||||
{"current_steps": 51, "total_steps": 975, "loss": 1.2532, "lr": 1.0408163265306123e-05, "epoch": 0.2608695652173913, "percentage": 5.23, "elapsed_time": "1:00:43", "remaining_time": "18:20:06"}
|
||||
{"current_steps": 52, "total_steps": 975, "loss": 1.2234, "lr": 1.0612244897959186e-05, "epoch": 0.2659846547314578, "percentage": 5.33, "elapsed_time": "1:01:54", "remaining_time": "18:18:49"}
|
||||
{"current_steps": 53, "total_steps": 975, "loss": 1.2202, "lr": 1.0816326530612246e-05, "epoch": 0.2710997442455243, "percentage": 5.44, "elapsed_time": "1:03:05", "remaining_time": "18:17:31"}
|
||||
{"current_steps": 54, "total_steps": 975, "loss": 1.232, "lr": 1.1020408163265306e-05, "epoch": 0.27621483375959077, "percentage": 5.54, "elapsed_time": "1:04:16", "remaining_time": "18:16:16"}
|
||||
{"current_steps": 55, "total_steps": 975, "loss": 1.2469, "lr": 1.1224489795918367e-05, "epoch": 0.2813299232736573, "percentage": 5.64, "elapsed_time": "1:05:27", "remaining_time": "18:15:00"}
|
||||
{"current_steps": 56, "total_steps": 975, "loss": 1.2409, "lr": 1.1428571428571429e-05, "epoch": 0.2864450127877238, "percentage": 5.74, "elapsed_time": "1:06:38", "remaining_time": "18:13:42"}
|
||||
{"current_steps": 57, "total_steps": 975, "loss": 1.2212, "lr": 1.1632653061224491e-05, "epoch": 0.2915601023017903, "percentage": 5.85, "elapsed_time": "1:07:51", "remaining_time": "18:12:48"}
|
||||
{"current_steps": 58, "total_steps": 975, "loss": 1.2217, "lr": 1.1836734693877552e-05, "epoch": 0.2966751918158568, "percentage": 5.95, "elapsed_time": "1:09:02", "remaining_time": "18:11:33"}
|
||||
{"current_steps": 59, "total_steps": 975, "loss": 1.2449, "lr": 1.2040816326530614e-05, "epoch": 0.30179028132992325, "percentage": 6.05, "elapsed_time": "1:10:12", "remaining_time": "18:10:07"}
|
||||
{"current_steps": 60, "total_steps": 975, "loss": 1.2337, "lr": 1.2244897959183674e-05, "epoch": 0.3069053708439898, "percentage": 6.15, "elapsed_time": "1:11:23", "remaining_time": "18:08:43"}
|
||||
{"current_steps": 61, "total_steps": 975, "loss": 1.225, "lr": 1.2448979591836736e-05, "epoch": 0.31202046035805625, "percentage": 6.26, "elapsed_time": "1:12:34", "remaining_time": "18:07:29"}
|
||||
{"current_steps": 62, "total_steps": 975, "loss": 1.2205, "lr": 1.2653061224489798e-05, "epoch": 0.3171355498721228, "percentage": 6.36, "elapsed_time": "1:13:45", "remaining_time": "18:06:14"}
|
||||
{"current_steps": 63, "total_steps": 975, "loss": 1.2242, "lr": 1.2857142857142859e-05, "epoch": 0.32225063938618925, "percentage": 6.46, "elapsed_time": "1:14:58", "remaining_time": "18:05:14"}
|
||||
{"current_steps": 64, "total_steps": 975, "loss": 1.2049, "lr": 1.3061224489795918e-05, "epoch": 0.3273657289002558, "percentage": 6.56, "elapsed_time": "1:16:09", "remaining_time": "18:04:00"}
|
||||
{"current_steps": 65, "total_steps": 975, "loss": 1.2215, "lr": 1.326530612244898e-05, "epoch": 0.33248081841432225, "percentage": 6.67, "elapsed_time": "1:17:20", "remaining_time": "18:02:45"}
|
||||
{"current_steps": 66, "total_steps": 975, "loss": 1.2317, "lr": 1.3469387755102042e-05, "epoch": 0.3375959079283887, "percentage": 6.77, "elapsed_time": "1:18:31", "remaining_time": "18:01:32"}
|
||||
{"current_steps": 67, "total_steps": 975, "loss": 1.2181, "lr": 1.3673469387755102e-05, "epoch": 0.34271099744245526, "percentage": 6.87, "elapsed_time": "1:19:43", "remaining_time": "18:00:30"}
|
||||
{"current_steps": 68, "total_steps": 975, "loss": 1.2367, "lr": 1.3877551020408165e-05, "epoch": 0.34782608695652173, "percentage": 6.97, "elapsed_time": "1:20:55", "remaining_time": "17:59:17"}
|
||||
{"current_steps": 69, "total_steps": 975, "loss": 1.2231, "lr": 1.4081632653061225e-05, "epoch": 0.35294117647058826, "percentage": 7.08, "elapsed_time": "1:22:07", "remaining_time": "17:58:18"}
|
||||
{"current_steps": 70, "total_steps": 975, "loss": 1.2191, "lr": 1.4285714285714287e-05, "epoch": 0.35805626598465473, "percentage": 7.18, "elapsed_time": "1:23:18", "remaining_time": "17:57:02"}
|
||||
{"current_steps": 71, "total_steps": 975, "loss": 1.1884, "lr": 1.448979591836735e-05, "epoch": 0.3631713554987212, "percentage": 7.28, "elapsed_time": "1:24:29", "remaining_time": "17:55:47"}
|
||||
{"current_steps": 72, "total_steps": 975, "loss": 1.2218, "lr": 1.469387755102041e-05, "epoch": 0.36828644501278773, "percentage": 7.38, "elapsed_time": "1:25:41", "remaining_time": "17:54:44"}
|
||||
{"current_steps": 73, "total_steps": 975, "loss": 1.2127, "lr": 1.4897959183673472e-05, "epoch": 0.3734015345268542, "percentage": 7.49, "elapsed_time": "1:26:52", "remaining_time": "17:53:31"}
|
||||
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|
||||
3
training_args.bin
Normal file
3
training_args.bin
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:fc99e9e39da5a24e5e3b08a5a7fe4c5edf68d360f849cd8238605afa584ec961
|
||||
size 7224
|
||||
BIN
vocab.json
(Stored with Git LFS)
Normal file
BIN
vocab.json
(Stored with Git LFS)
Normal file
Binary file not shown.
Reference in New Issue
Block a user