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Model: lihaoxin2020/qwen3-4b-refiner-gpt54-ep2 Source: Original Platform
This commit is contained in:
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.gitattributes
vendored
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61
README.md
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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/Qwen3-4B-Instruct-2507
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: sft
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# sft
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This model is a fine-tuned version of [Qwen/Qwen3-4B-Instruct-2507](https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507) on the refiner_gpt54_sft 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: 5e-06
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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: 2
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 32
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- total_eval_batch_size: 16
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED 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_steps: 0.05
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- num_epochs: 2.0
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### Training results
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### Framework versions
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- Transformers 5.2.0
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- Pytorch 2.11.0+cu130
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- Datasets 3.6.0
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- Tokenizers 0.22.2
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added_tokens.json
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added_tokens.json
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all_results.json
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all_results.json
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{
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"epoch": 2.0,
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"train_samples_per_second": 3.406,
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"train_steps_per_second": 0.107
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}
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chat_template.jinja
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chat_template.jinja
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{%- if tools %}
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{{- '<|im_start|>system\n' }}
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{%- if messages[0].role == 'system' %}
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{{- messages[0].content + '\n\n' }}
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{%- endif %}
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{{- "# 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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{%- for tool in tools %}
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{{- "\n" }}
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{{- tool | tojson }}
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{%- endfor %}
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{{- "\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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{%- else %}
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{%- if messages[0].role == 'system' %}
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{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- for message in messages %}
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{%- if message.content is string %}
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{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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{%- elif message.role == "assistant" %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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{%- if message.tool_calls %}
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{%- for tool_call in message.tool_calls %}
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{%- if (loop.first and content) or (not loop.first) %}
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{{- '\n' }}
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{%- if tool_call.function %}
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{%- set tool_call = tool_call.function %}
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{{- '<tool_call>\n{"name": "' }}
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{{- tool_call.name }}
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{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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{{- '<|im_start|>user' }}
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{%- endif %}
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{{- '\n<tool_response>\n' }}
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{{- content }}
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{{- '\n</tool_response>' }}
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{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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{{- '<|im_end|>\n' }}
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{%- endif %}
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{%- endif %}
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{%- endfor %}
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{%- if add_generation_prompt %}
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{{- '<|im_start|>assistant\n' }}
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{%- endif %}
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71
config.json
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config.json
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{
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"architectures": [
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"Qwen3ForCausalLM"
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"full_attention",
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"model_type": "qwen3",
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"rope_type": "default"
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"use_sliding_window": false,
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generation_config.json
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generation_config.json
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8
train_results.json
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8
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87
trainer_log.jsonl
Normal file
87
trainer_log.jsonl
Normal file
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||||
{"current_steps": 860, "total_steps": 860, "loss": 0.3377829074859619, "lr": 1.848268705556544e-11, "epoch": 2.0, "percentage": 100.0, "elapsed_time": "2:14:22", "remaining_time": "0:00:00"}
|
||||
{"current_steps": 860, "total_steps": 860, "epoch": 2.0, "percentage": 100.0, "elapsed_time": "2:14:32", "remaining_time": "0:00:00"}
|
||||
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training_loss.png
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training_loss.png
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vocab.json
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vocab.json
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Reference in New Issue
Block a user