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Model: promotion/qwen3-8b-ipo-avg-beta0p1-s42 Source: Original Platform
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25
README.md
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README.md
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---
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library_name: transformers
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base_model: Qwen/Qwen3-8B
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tags:
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- ronpo
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- mnpo
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- qwen3
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- preference-optimization
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---
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# qwen3-8b-ipo-avg-beta0p1-s42
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Research checkpoint for the RONPO AAAI revision experiments.
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- Method: IPO-avg beta=0.1
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- Base model: `Qwen/Qwen3-8B` with non-thinking generation protocol
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- Seed: 42
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- Local source at upload time: `/NHNHOME/WORKSPACE/26msit001_A/BASE/aipr_lab_sjkim_eval/revision_qwen3_8b/full_iter1/train/ipo_avg_beta0p1_s42_nhn-b200-q3-seq-07101430-ipo`
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- Uploaded at UTC: 2026-07-11T04:11:02Z
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- Run status metadata: `not found`
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Qwen3-8B IPO baseline on the averaged three-reward oracle.
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Intended use: reproducibility and evaluation for the RONPO paper. This
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checkpoint is not intended as a production assistant.
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all_results.json
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all_results.json
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{
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"epoch": 1.0,
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"total_flos": 0.0,
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"train_loss": 24.544400567877783,
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"train_runtime": 3326.8166,
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"train_samples": 18644,
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"train_samples_per_second": 5.604,
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"train_steps_per_second": 0.044
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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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{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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{%- for message in messages[::-1] %}
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{%- set index = (messages|length - 1) - loop.index0 %}
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{%- 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>')) %}
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{%- set ns.multi_step_tool = false %}
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{%- set ns.last_query_index = index %}
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{%- endif %}
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{%- endfor %}
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{%- for message in messages %}
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{%- if message.content is string %}
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{%- set content = message.content %}
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{%- else %}
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{%- set content = '' %}
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{%- endif %}
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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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{%- set reasoning_content = '' %}
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{%- if message.reasoning_content is string %}
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{%- set reasoning_content = message.reasoning_content %}
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{%- else %}
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{%- if '</think>' in content %}
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{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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{%- set content = content.split('</think>')[-1].lstrip('\n') %}
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{%- endif %}
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{%- endif %}
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{%- if loop.index0 > ns.last_query_index %}
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{%- if loop.last or (not loop.last and reasoning_content) %}
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{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
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{%- else %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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{%- endif %}
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{%- else %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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{%- endif %}
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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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{%- endif %}
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{%- if tool_call.function %}
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{%- set tool_call = tool_call.function %}
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{%- endif %}
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{{- '<tool_call>\n{"name": "' }}
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{{- tool_call.name }}
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{{- '", "arguments": ' }}
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{%- if tool_call.arguments is string %}
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{{- tool_call.arguments }}
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{%- else %}
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{{- tool_call.arguments | tojson }}
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{%- endif %}
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{{- '}\n</tool_call>' }}
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{%- endfor %}
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{%- endif %}
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{{- '<|im_end|>\n' }}
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{%- elif message.role == "tool" %}
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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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{%- if enable_thinking is defined and enable_thinking is false %}
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{{- '<think>\n\n</think>\n\n' }}
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{%- endif %}
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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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||||||
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"architectures": [
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"Qwen3ForCausalLM"
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||||||
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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||||||
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"bos_token_id": null,
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||||||
|
"dtype": "bfloat16",
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||||||
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"eos_token_id": 151645,
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"head_dim": 128,
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|
"hidden_act": "silu",
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"hidden_size": 4096,
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||||||
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"initializer_range": 0.02,
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"intermediate_size": 12288,
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"layer_types": [
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"full_attention",
|
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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|
"full_attention",
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|
"full_attention"
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|
],
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|
"max_position_embeddings": 40960,
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|
"max_window_layers": 36,
|
||||||
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"model_type": "qwen3",
|
||||||
|
"num_attention_heads": 32,
|
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|
"num_hidden_layers": 36,
|
||||||
|
"num_key_value_heads": 8,
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"pad_token_id": 151643,
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|
"rms_norm_eps": 1e-06,
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|
"rope_parameters": {
|
||||||
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"rope_theta": 1000000,
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||||||
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"rope_type": "default"
|
||||||
|
},
|
||||||
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"sliding_window": null,
|
||||||
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"tie_word_embeddings": false,
|
||||||
|
"transformers_version": "5.13.0",
|
||||||
|
"use_cache": true,
|
||||||
|
"use_sliding_window": false,
|
||||||
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"vocab_size": 151936
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}
|
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config.yaml
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config.yaml
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model_name_or_path: /NHNHOME/WORKSPACE/26msit001_A/mnpo/revision_qwen3_8b/full_iter1/cache/huggingface/hub/models--Qwen--Qwen3-8B/snapshots/b968826d9c46dd6066d109eabc6255188de91218
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torch_dtype: null
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attn_implementation: eager
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dataset_mixer:
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||||||
|
/NHNHOME/WORKSPACE/26msit001_A/mnpo/revision_qwen3_8b/full_iter1/precomputed/avg_oracle: 1.0
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||||||
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dataset_splits:
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|
- train
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- test
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preprocessing_num_workers: 12
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bf16: true
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loss_type: ipo
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dpo_beta: 0.1
|
||||||
|
simpo_beta: 2.5
|
||||||
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simpo_gamma: 1.0
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||||||
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eta: 0.0075
|
||||||
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ratio: 0.3333
|
||||||
|
max_history_t: 1
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||||||
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history_weights: [1.0]
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|
beta: 10
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||||||
|
learning_rate: 5.0e-7
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|
lr_scheduler_type: cosine
|
||||||
|
warmup_ratio: 0.1
|
||||||
|
optim: adamw_torch
|
||||||
|
weight_decay: 0.0
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||||||
|
seed: 42
|
||||||
|
gradient_accumulation_steps: 16
|
||||||
|
gradient_checkpointing: true
|
||||||
|
gradient_checkpointing_kwargs:
|
||||||
|
use_reentrant: false
|
||||||
|
num_train_epochs: 1
|
||||||
|
|
||||||
|
per_device_train_batch_size: 1
|
||||||
|
per_device_eval_batch_size: 1
|
||||||
|
max_length: 2048
|
||||||
|
max_prompt_length: 1800
|
||||||
|
do_eval: true
|
||||||
|
eval_strategy: "steps"
|
||||||
|
eval_steps: 500
|
||||||
|
logging_steps: 10
|
||||||
|
log_level: info
|
||||||
|
generate_during_eval: false
|
||||||
|
metric_for_best_model: eval_loss
|
||||||
|
load_best_model_at_end: false
|
||||||
|
save_strategy: "steps"
|
||||||
|
save_steps: 1000
|
||||||
|
save_total_limit: 1
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||||||
|
save_only_model: true
|
||||||
|
save_safetensors: true
|
||||||
|
push_to_hub: false
|
||||||
|
report_to:
|
||||||
|
- wandb
|
||||||
|
output_dir: /NHNHOME/WORKSPACE/26msit001_A/mnpo/revision_qwen3_8b/full_iter1/train/ipo_avg_beta0p1_s42_nhn-b200-q3-seq-07101430-ipo
|
||||||
|
run_name: rev-q3-ipo-b0p1-s42-nhn-b200-q3-seq-07101430-ipo
|
||||||
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generation_config.json
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generation_config.json
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|
{
|
||||||
|
"do_sample": true,
|
||||||
|
"eos_token_id": [
|
||||||
|
151645,
|
||||||
|
151643
|
||||||
|
],
|
||||||
|
"pad_token_id": 151643,
|
||||||
|
"temperature": 0.6,
|
||||||
|
"top_k": 20,
|
||||||
|
"top_p": 0.95,
|
||||||
|
"transformers_version": "5.13.0"
|
||||||
|
}
|
||||||
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model.safetensors
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model.safetensors
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|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:8fcd8f340040613226d3cef6afa4c13367f94e2a3a023a96b6bccec946451fbc
|
||||||
|
size 16381517208
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run_status.json
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run_status.json
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|
{
|
||||||
|
"method": "ipo",
|
||||||
|
"loss_type": "ipo",
|
||||||
|
"seed": 42,
|
||||||
|
"beta": 0.1,
|
||||||
|
"backbone": "Qwen/Qwen3-8B",
|
||||||
|
"status": "completed",
|
||||||
|
"returncode": 0,
|
||||||
|
"completed_at": "2026-07-11T04:08:57Z",
|
||||||
|
"dataset": "/NHNHOME/WORKSPACE/26msit001_A/mnpo/revision_qwen3_8b/full_iter1/precomputed/avg_oracle",
|
||||||
|
"output_dir": "/NHNHOME/WORKSPACE/26msit001_A/mnpo/revision_qwen3_8b/full_iter1/train/ipo_avg_beta0p1_s42_nhn-b200-q3-seq-07101430-ipo",
|
||||||
|
"config": "/NHNHOME/WORKSPACE/26msit001_A/mnpo/revision_qwen3_8b/full_iter1/train/ipo_avg_beta0p1_s42_nhn-b200-q3-seq-07101430-ipo/config.yaml",
|
||||||
|
"train_metrics_exists": true,
|
||||||
|
"trainer_state_exists": true
|
||||||
|
}
|
||||||
3
tokenizer.json
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3
tokenizer.json
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|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
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tokenizer_config.json
Normal file
30
tokenizer_config.json
Normal file
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269
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Normal file
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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
|
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|
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size 8401
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Reference in New Issue
Block a user