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Model: promotion/qwen3-8b-aaai27-p3-ronpo-alpha050_anchor0035_lr7p5e8-s42 Source: Original Platform
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36
.gitattributes
vendored
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24
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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- preference-optimization
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---
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# qwen3-8b-aaai27-p3-ronpo-alpha050_anchor0035_lr7p5e8-s42
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Research checkpoint for the RONPO AAAI revision experiments.
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- Method: ronpo_full_expect_sweep_alpha050_anchor0035_lr7p5e8
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- Base model: `Qwen/Qwen3-8B`
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- Seed: 42
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- Local source at upload time: `/NHNHOME/26msit001_A/BASE/AIPR/sjkim/revision_qwen3_8b/full_iter1/flagship_20260712/eval/p3_ronpo_seed42_sweep/candidates/alpha050_anchor0035_lr7p5e8`
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- Uploaded at UTC: 2026-07-14T01:26:11Z
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- Run status metadata: `not found`
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Seed-42 P3 candidate selected only on non-sealed validation after strict S3 pass.
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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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9
all_results.json
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9
all_results.json
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{
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"epoch": 0.2860548271752086,
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"total_flos": 0.0,
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"train_loss": 0.4220078429910872,
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"train_runtime": 7042.2326,
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"train_samples": 50340,
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"train_samples_per_second": 2.045,
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"train_steps_per_second": 0.128
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}
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89
chat_template.jinja
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89
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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"architectures": [
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"Qwen3ForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": null,
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"dtype": "bfloat16",
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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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"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",
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"num_attention_heads": 32,
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"num_hidden_layers": 36,
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"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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"rope_type": "default"
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},
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"sliding_window": null,
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"tie_word_embeddings": false,
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"transformers_version": "5.13.0",
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"use_cache": true,
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"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/26msit001_A/BASE/AIPR/sjkim/revision_qwen3_8b/full_iter1/flagship_20260712/cache/huggingface/hub/models--Qwen--Qwen3-8B/snapshots/b968826d9c46dd6066d109eabc6255188de91218
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torch_dtype: null
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attn_implementation: sdpa
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dataset_mixer:
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/NHNHOME/26msit001_A/BASE/AIPR/sjkim/revision_qwen3_8b/full_iter1/flagship_20260712/precomputed/ronpo_full_expect: 1.0
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dataset_splits:
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- train
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- test
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preprocessing_num_workers: 4
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bf16: true
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loss_type: ronpo
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eta: 0.0075
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ratio: 0.3333
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max_history_t: 1
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history_weights:
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- 1.0
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dpo_beta: 0.05
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simpo_beta: 2.0
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simpo_gamma: 0.6
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ronpo_alpha: 0.5
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ronpo_tau: 0.05
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ronpo_target_column: ronpo_target
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reference_anchor_weight: 0.035
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preference_sft_weight: 0.0035
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ht_target_column: ht_target
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ht_target_scale: 1.0
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beta: 10.0
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learning_rate: 7.5e-08
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lr_scheduler_type: cosine
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warmup_ratio: 0.1
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optim: adamw_torch
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weight_decay: 0.0
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max_grad_norm: 1.0
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seed: 42
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gradient_accumulation_steps: 16
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gradient_checkpointing: true
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num_train_epochs: 1
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max_steps: 900
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per_device_train_batch_size: 1
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per_device_eval_batch_size: 1
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max_length: 2048
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max_prompt_length: 1800
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do_eval: false
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eval_strategy: 'no'
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logging_steps: 5
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log_level: info
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generate_during_eval: false
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load_best_model_at_end: false
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save_strategy: steps
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save_steps: 900
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save_total_limit: 1
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save_only_model: true
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save_safetensors: true
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push_to_hub: false
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report_to:
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- wandb
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output_dir: /NHNHOME/26msit001_A/BASE/AIPR/sjkim/revision_qwen3_8b/full_iter1/flagship_20260712/eval/p3_ronpo_seed42_sweep/candidates/alpha050_anchor0035_lr7p5e8
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run_name: aaai27-p3-ronpo-alpha050_anchor0035_lr7p5e8-s42
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generation_config.json
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generation_config.json
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{
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"do_sample": true,
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"eos_token_id": [
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151645,
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151643
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],
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"pad_token_id": 151643,
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"temperature": 0.6,
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"top_k": 20,
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"top_p": 0.95,
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"transformers_version": "5.13.0"
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}
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3
model.safetensors
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:97960bd9df40215c4621be41e9075dfc3fc781ae3e4f1a0139e005c5573c5d24
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size 16381517208
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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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||||
oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
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size 11422650
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30
tokenizer_config.json
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30
tokenizer_config.json
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{
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"add_prefix_space": false,
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"backend": "tokenizers",
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"bos_token": null,
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|im_end|>",
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"errors": "replace",
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"extra_special_tokens": [
|
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"<|im_start|>",
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"<|im_end|>",
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"<|object_ref_start|>",
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"<|object_ref_end|>",
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"<|box_start|>",
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"<|box_end|>",
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"<|quad_start|>",
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"<|quad_end|>",
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"<|vision_start|>",
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"<|vision_end|>",
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"<|vision_pad|>",
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"<|image_pad|>",
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"<|video_pad|>"
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],
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"is_local": true,
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"local_files_only": false,
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"model_max_length": 2048,
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"pad_token": "<|endoftext|>",
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"split_special_tokens": false,
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"tokenizer_class": "Qwen2Tokenizer",
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"unk_token": null
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}
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9
train_results.json
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9
train_results.json
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{
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"epoch": 0.2860548271752086,
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||||
"total_flos": 0.0,
|
||||
"train_loss": 0.4220078429910872,
|
||||
"train_runtime": 7042.2326,
|
||||
"train_samples": 50340,
|
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"train_samples_per_second": 2.045,
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"train_steps_per_second": 0.128
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}
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4903
trainer_state.json
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4903
trainer_state.json
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File diff suppressed because it is too large
Load Diff
3
training_args.bin
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3
training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4952a6617b5a3d1bf987bab40bf4adb5bc18187abe394bc2181f9cba57402b68
|
||||
size 7057
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