Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +60 -0
- added_tokens.json +28 -0
- all_results.json +8 -0
- chat_template.jinja +85 -0
- config.json +38 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model-00001-of-00013.safetensors +3 -0
- model-00002-of-00013.safetensors +3 -0
- model-00003-of-00013.safetensors +3 -0
- model-00004-of-00013.safetensors +3 -0
- model-00005-of-00013.safetensors +3 -0
- model-00006-of-00013.safetensors +3 -0
- model-00007-of-00013.safetensors +3 -0
- model-00008-of-00013.safetensors +3 -0
- model-00009-of-00013.safetensors +3 -0
- model-00010-of-00013.safetensors +3 -0
- model-00011-of-00013.safetensors +3 -0
- model-00012-of-00013.safetensors +3 -0
- model-00013-of-00013.safetensors +3 -0
- model.safetensors.index.json +0 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +240 -0
- train_results.json +8 -0
- trainer_log.jsonl +316 -0
- trainer_state.json +2248 -0
- training_args.bin +3 -0
- training_loss.png +0 -0
- vocab.json +0 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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library_name: transformers
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license: other
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base_model: Qwen/Qwen3-30B-A3B-Base
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: base_s1k_bs16_lr1e-5_zero3
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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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# base_s1k_bs16_lr1e-5_zero3
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This model is a fine-tuned version of [Qwen/Qwen3-30B-A3B-Base](https://huggingface.co/Qwen/Qwen3-30B-A3B-Base) on the s1k_1.1 dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 2
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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: 8
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- total_train_batch_size: 16
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- total_eval_batch_size: 64
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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 4.52.0.dev0
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- Pytorch 2.7.0+cu126
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- Datasets 3.5.0
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- Tokenizers 0.21.1
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added_tokens.json
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{
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"</think>": 151668,
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"</tool_call>": 151658,
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"</tool_response>": 151666,
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"<think>": 151667,
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"<tool_call>": 151657,
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"<tool_response>": 151665,
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"<|box_end|>": 151649,
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"<|box_start|>": 151648,
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"<|endoftext|>": 151643,
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"<|file_sep|>": 151664,
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"<|fim_middle|>": 151660,
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"<|fim_pad|>": 151662,
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"<|fim_prefix|>": 151659,
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"<|fim_suffix|>": 151661,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644,
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"<|image_pad|>": 151655,
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"<|object_ref_end|>": 151647,
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"<|object_ref_start|>": 151646,
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"<|quad_end|>": 151651,
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"<|quad_start|>": 151650,
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"<|repo_name|>": 151663,
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"<|video_pad|>": 151656,
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"<|vision_end|>": 151653,
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"<|vision_pad|>": 151654,
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"<|vision_start|>": 151652
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}
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all_results.json
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{
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"epoch": 5.0,
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| 3 |
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"total_flos": 78480301031424.0,
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"train_loss": 0.7375902401076423,
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| 5 |
+
"train_runtime": 10558.2121,
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| 6 |
+
"train_samples_per_second": 0.474,
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| 7 |
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"train_steps_per_second": 0.03
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}
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chat_template.jinja
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{%- if tools %}
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| 2 |
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{{- '<|im_start|>system\n' }}
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| 3 |
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{%- if messages[0].role == 'system' %}
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| 4 |
+
{{- messages[0].content + '\n\n' }}
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| 5 |
+
{%- endif %}
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| 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>" }}
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| 7 |
+
{%- for tool in tools %}
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| 8 |
+
{{- "\n" }}
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| 9 |
+
{{- tool | tojson }}
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| 10 |
+
{%- endfor %}
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| 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" }}
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| 12 |
+
{%- else %}
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| 13 |
+
{%- if messages[0].role == 'system' %}
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| 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) %}
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| 18 |
+
{%- for message in messages[::-1] %}
|
| 19 |
+
{%- set index = (messages|length - 1) - loop.index0 %}
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| 20 |
+
{%- if ns.multi_step_tool and message.role == "user" and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
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| 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.role == "user") or (message.role == "system" and not loop.first) %}
|
| 27 |
+
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
|
| 28 |
+
{%- elif message.role == "assistant" %}
|
| 29 |
+
{%- set content = message.content %}
|
| 30 |
+
{%- set reasoning_content = '' %}
|
| 31 |
+
{%- if message.reasoning_content is defined and message.reasoning_content is not none %}
|
| 32 |
+
{%- set reasoning_content = message.reasoning_content %}
|
| 33 |
+
{%- else %}
|
| 34 |
+
{%- if '</think>' in message.content %}
|
| 35 |
+
{%- set content = message.content.split('</think>')[-1].lstrip('\n') %}
|
| 36 |
+
{%- set reasoning_content = message.content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 37 |
+
{%- endif %}
|
| 38 |
+
{%- endif %}
|
| 39 |
+
{%- if loop.index0 > ns.last_query_index %}
|
| 40 |
+
{%- if loop.last or (not loop.last and reasoning_content) %}
|
| 41 |
+
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
|
| 42 |
+
{%- else %}
|
| 43 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 44 |
+
{%- endif %}
|
| 45 |
+
{%- else %}
|
| 46 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 47 |
+
{%- endif %}
|
| 48 |
+
{%- if message.tool_calls %}
|
| 49 |
+
{%- for tool_call in message.tool_calls %}
|
| 50 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 51 |
+
{{- '\n' }}
|
| 52 |
+
{%- endif %}
|
| 53 |
+
{%- if tool_call.function %}
|
| 54 |
+
{%- set tool_call = tool_call.function %}
|
| 55 |
+
{%- endif %}
|
| 56 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 57 |
+
{{- tool_call.name }}
|
| 58 |
+
{{- '", "arguments": ' }}
|
| 59 |
+
{%- if tool_call.arguments is string %}
|
| 60 |
+
{{- tool_call.arguments }}
|
| 61 |
+
{%- else %}
|
| 62 |
+
{{- tool_call.arguments | tojson }}
|
| 63 |
+
{%- endif %}
|
| 64 |
+
{{- '}\n</tool_call>' }}
|
| 65 |
+
{%- endfor %}
|
| 66 |
+
{%- endif %}
|
| 67 |
+
{{- '<|im_end|>\n' }}
|
| 68 |
+
{%- elif message.role == "tool" %}
|
| 69 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 70 |
+
{{- '<|im_start|>user' }}
|
| 71 |
+
{%- endif %}
|
| 72 |
+
{{- '\n<tool_response>\n' }}
|
| 73 |
+
{{- message.content }}
|
| 74 |
+
{{- '\n</tool_response>' }}
|
| 75 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 76 |
+
{{- '<|im_end|>\n' }}
|
| 77 |
+
{%- endif %}
|
| 78 |
+
{%- endif %}
|
| 79 |
+
{%- endfor %}
|
| 80 |
+
{%- if add_generation_prompt %}
|
| 81 |
+
{{- '<|im_start|>assistant\n' }}
|
| 82 |
+
{%- if enable_thinking is defined and enable_thinking is false %}
|
| 83 |
+
{{- '<think>\n\n</think>\n\n' }}
|
| 84 |
+
{%- endif %}
|
| 85 |
+
{%- endif %}
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config.json
ADDED
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| 1 |
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{
|
| 2 |
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"architectures": [
|
| 3 |
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"Qwen3MoeForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 151643,
|
| 8 |
+
"decoder_sparse_step": 1,
|
| 9 |
+
"eos_token_id": 151643,
|
| 10 |
+
"head_dim": 128,
|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
"hidden_size": 2048,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 6144,
|
| 15 |
+
"max_position_embeddings": 32768,
|
| 16 |
+
"max_window_layers": 48,
|
| 17 |
+
"mlp_only_layers": [],
|
| 18 |
+
"model_type": "qwen3_moe",
|
| 19 |
+
"moe_intermediate_size": 768,
|
| 20 |
+
"norm_topk_prob": true,
|
| 21 |
+
"num_attention_heads": 32,
|
| 22 |
+
"num_experts": 128,
|
| 23 |
+
"num_experts_per_tok": 8,
|
| 24 |
+
"num_hidden_layers": 48,
|
| 25 |
+
"num_key_value_heads": 4,
|
| 26 |
+
"output_router_logits": false,
|
| 27 |
+
"rms_norm_eps": 1e-06,
|
| 28 |
+
"rope_scaling": null,
|
| 29 |
+
"rope_theta": 1000000.0,
|
| 30 |
+
"router_aux_loss_coef": 0.001,
|
| 31 |
+
"sliding_window": null,
|
| 32 |
+
"tie_word_embeddings": false,
|
| 33 |
+
"torch_dtype": "bfloat16",
|
| 34 |
+
"transformers_version": "4.52.0.dev0",
|
| 35 |
+
"use_cache": false,
|
| 36 |
+
"use_sliding_window": false,
|
| 37 |
+
"vocab_size": 151936
|
| 38 |
+
}
|
generation_config.json
ADDED
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@@ -0,0 +1,6 @@
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| 1 |
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{
|
| 2 |
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"bos_token_id": 151643,
|
| 3 |
+
"eos_token_id": 151643,
|
| 4 |
+
"max_new_tokens": 2048,
|
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special_tokens_map.json
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| 136 |
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| 139 |
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| 140 |
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| 142 |
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| 163 |
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|
| 164 |
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| 189 |
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| 190 |
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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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| 211 |
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| 212 |
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| 214 |
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| 216 |
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| 217 |
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| 218 |
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| 219 |
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| 220 |
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| 221 |
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| 222 |
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| 223 |
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| 224 |
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| 225 |
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| 226 |
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| 227 |
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| 228 |
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| 231 |
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| 232 |
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|
| 239 |
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|
| 240 |
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train_results.json
ADDED
|
@@ -0,0 +1,8 @@
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|
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|
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|
| 1 |
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{
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| 2 |
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"epoch": 5.0,
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| 3 |
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"total_flos": 78480301031424.0,
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| 7 |
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| 8 |
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|
trainer_log.jsonl
ADDED
|
@@ -0,0 +1,316 @@
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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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"current_steps": 1, "total_steps": 315, "loss": 1.0469, "lr": 0.0, "epoch": 0.015873015873015872, "percentage": 0.32, "elapsed_time": "0:00:54", "remaining_time": "4:43:15"}
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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{"current_steps": 5, "total_steps": 315, "loss": 1.0459, "lr": 1.25e-06, "epoch": 0.07936507936507936, "percentage": 1.59, "elapsed_time": "0:03:12", "remaining_time": "3:18:36"}
|
| 6 |
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{"current_steps": 6, "total_steps": 315, "loss": 0.9986, "lr": 1.5625e-06, "epoch": 0.09523809523809523, "percentage": 1.9, "elapsed_time": "0:03:44", "remaining_time": "3:13:05"}
|
| 7 |
+
{"current_steps": 7, "total_steps": 315, "loss": 0.9555, "lr": 1.8750000000000003e-06, "epoch": 0.1111111111111111, "percentage": 2.22, "elapsed_time": "0:04:17", "remaining_time": "3:08:37"}
|
| 8 |
+
{"current_steps": 8, "total_steps": 315, "loss": 0.952, "lr": 2.1875000000000002e-06, "epoch": 0.12698412698412698, "percentage": 2.54, "elapsed_time": "0:04:49", "remaining_time": "3:05:21"}
|
| 9 |
+
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|
| 10 |
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{"current_steps": 10, "total_steps": 315, "loss": 0.9373, "lr": 2.8125e-06, "epoch": 0.15873015873015872, "percentage": 3.17, "elapsed_time": "0:05:53", "remaining_time": "2:59:33"}
|
| 11 |
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|
| 12 |
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|
| 13 |
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{"current_steps": 13, "total_steps": 315, "loss": 0.9322, "lr": 3.7500000000000005e-06, "epoch": 0.20634920634920634, "percentage": 4.13, "elapsed_time": "0:07:26", "remaining_time": "2:52:49"}
|
| 14 |
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{"current_steps": 14, "total_steps": 315, "loss": 1.0934, "lr": 4.0625000000000005e-06, "epoch": 0.2222222222222222, "percentage": 4.44, "elapsed_time": "0:07:57", "remaining_time": "2:51:11"}
|
| 15 |
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|
| 16 |
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|
| 17 |
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{"current_steps": 17, "total_steps": 315, "loss": 0.9483, "lr": 5e-06, "epoch": 0.2698412698412698, "percentage": 5.4, "elapsed_time": "0:09:33", "remaining_time": "2:47:41"}
|
| 18 |
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{"current_steps": 18, "total_steps": 315, "loss": 1.0096, "lr": 5.3125e-06, "epoch": 0.2857142857142857, "percentage": 5.71, "elapsed_time": "0:10:05", "remaining_time": "2:46:26"}
|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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{"current_steps": 22, "total_steps": 315, "loss": 1.0509, "lr": 6.5625e-06, "epoch": 0.3492063492063492, "percentage": 6.98, "elapsed_time": "0:12:05", "remaining_time": "2:41:08"}
|
| 23 |
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{"current_steps": 23, "total_steps": 315, "loss": 0.8728, "lr": 6.875e-06, "epoch": 0.36507936507936506, "percentage": 7.3, "elapsed_time": "0:12:38", "remaining_time": "2:40:23"}
|
| 24 |
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|
| 25 |
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{"current_steps": 25, "total_steps": 315, "loss": 1.0289, "lr": 7.500000000000001e-06, "epoch": 0.3968253968253968, "percentage": 7.94, "elapsed_time": "0:14:48", "remaining_time": "2:51:45"}
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| 26 |
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|
| 27 |
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|
| 28 |
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{"current_steps": 28, "total_steps": 315, "loss": 0.9758, "lr": 8.4375e-06, "epoch": 0.4444444444444444, "percentage": 8.89, "elapsed_time": "0:16:22", "remaining_time": "2:47:46"}
|
| 29 |
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|
| 30 |
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{"current_steps": 30, "total_steps": 315, "loss": 0.9481, "lr": 9.0625e-06, "epoch": 0.47619047619047616, "percentage": 9.52, "elapsed_time": "0:17:24", "remaining_time": "2:45:20"}
|
| 31 |
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{"current_steps": 31, "total_steps": 315, "loss": 0.9194, "lr": 9.375000000000001e-06, "epoch": 0.49206349206349204, "percentage": 9.84, "elapsed_time": "0:17:55", "remaining_time": "2:44:12"}
|
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| 311 |
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| 312 |
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| 313 |
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| 314 |
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| 315 |
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| 316 |
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{"current_steps": 315, "total_steps": 315, "epoch": 5.0, "percentage": 100.0, "elapsed_time": "2:55:55", "remaining_time": "0:00:00"}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,2248 @@
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training_loss.png
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vocab.json
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