Add Weak trailing full model after 4 cumulative updates
Browse filesDirectly loadable merged Qwen3.5-9B model. The first two updates are inherited first_user updates; all later updates through this checkpoint use trailing_user.
- .gitattributes +1 -0
- weak/trailing_user/iterations/iter_0000003/README.md +61 -0
- weak/trailing_user/iterations/iter_0000003/SHA256SUMS +14 -0
- weak/trailing_user/iterations/iter_0000003/chat_template.jinja +154 -0
- weak/trailing_user/iterations/iter_0000003/config.json +110 -0
- weak/trailing_user/iterations/iter_0000003/merge_manifest.json +73 -0
- weak/trailing_user/iterations/iter_0000003/model-00001-of-00004.safetensors +3 -0
- weak/trailing_user/iterations/iter_0000003/model-00002-of-00004.safetensors +3 -0
- weak/trailing_user/iterations/iter_0000003/model-00003-of-00004.safetensors +3 -0
- weak/trailing_user/iterations/iter_0000003/model-00004-of-00004.safetensors +3 -0
- weak/trailing_user/iterations/iter_0000003/model.safetensors.index.json +782 -0
- weak/trailing_user/iterations/iter_0000003/preprocessor_config.json +21 -0
- weak/trailing_user/iterations/iter_0000003/processor_config.json +60 -0
- weak/trailing_user/iterations/iter_0000003/tokenizer.json +3 -0
- weak/trailing_user/iterations/iter_0000003/tokenizer_config.json +33 -0
- weak/trailing_user/iterations/iter_0000003/training_config.json +51 -0
.gitattributes
CHANGED
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@@ -41,3 +41,4 @@ strong/trailing_user/iterations/iter_0000003/tokenizer.json filter=lfs diff=lfs
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strong/trailing_user/iterations/iter_0000007/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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strong/trailing_user/iterations/iter_0000015/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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strong/trailing_user/iterations/iter_0000031/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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strong/trailing_user/iterations/iter_0000007/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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strong/trailing_user/iterations/iter_0000015/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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strong/trailing_user/iterations/iter_0000031/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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+
weak/trailing_user/iterations/iter_0000003/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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weak/trailing_user/iterations/iter_0000003/README.md
ADDED
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@@ -0,0 +1,61 @@
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---
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library_name: transformers
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pipeline_tag: text-generation
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tags:
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- qwen3.5
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- opsd
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- code
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- mtp
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---
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# OPSD-PI Qwen3.5-9B Weak Trailing — update 4
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This is the directly loadable, fully merged Hugging Face model after
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**4 completed optimizer updates** (zero-indexed training iteration
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`3`). It comes from the 1024-row Weak PI `trailing_user`
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OPSD experiment.
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The four model shards contain the merged expert-SFT initialization, the OPSD
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main-model LoRA update, the MTP LoRA update, and every directly trained full-MTP
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tensor. No adapter or additional merge step is required.
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## Load
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```python
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from transformers import AutoModelForCausalLM, AutoProcessor
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repo = "LSW142857/OPSD"
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subfolder = "weak/trailing_user/iterations/iter_0000003"
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processor = AutoProcessor.from_pretrained(
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repo,
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subfolder=subfolder,
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trust_remote_code=True,
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)
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model = AutoModelForCausalLM.from_pretrained(
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repo,
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subfolder=subfolder,
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torch_dtype="auto",
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device_map="auto",
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trust_remote_code=True,
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)
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```
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## Training history
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This is a cumulative branched checkpoint. Its first **2**
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optimizer updates used `first_user`; the following
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**2** updates used `trailing_user`. It is therefore not a fresh
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trailing-user-from-update-1 run. The optimizer moments, adapter, MTP parameters,
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and dataset cursor were preserved across the branch.
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## Integrity and provenance
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Run `sha256sum -c SHA256SUMS` after downloading this folder. All 775 output
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tensors were checked exactly before upload. The merge restores full trained MTP
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tensors first and then applies main-model and MTP LoRA deltas with scaling 2.0.
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See `merge_manifest.json` and `training_config.json` for hashes, source identity,
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configuration, and the finite metrics from this update.
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The PI was teacher-only during training. Evaluate the student without adding PI,
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and use held-out tasks rather than the 1024 training rows.
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weak/trailing_user/iterations/iter_0000003/SHA256SUMS
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+
3c4682640acac513ceedab2d1434358b0e3559ff3187c1ff628c8d43e1db8427 README.md
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a4aee8afcf2e0711942cf848899be66016f8d14a889ff9ede07bca099c28f715 chat_template.jinja
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663c3a08f8a7c1a6863a8fca0d3e94d445855270e0c06523f752ed177cfd9923 config.json
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4933f41dd47bca3d9fda5d2b3094f3bc31f37bf831aaabe1829475d0cb88e3b3 merge_manifest.json
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+
483878b74d8bf2e9b7ae36831a085e055b5b49f8a4e3f7c404939cb105820ffd model-00001-of-00004.safetensors
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+
ed793dc8edfe7127f04148d3ab92c7d61b9c98cd65a3dda42407366cca37de00 model-00002-of-00004.safetensors
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+
9074efa28854682f4f19d5dfd3579e1d93ba1499f284b09e17432ae0c497301c model-00003-of-00004.safetensors
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+
86e7a8ceff1bfba1c6edc8f819215645a4bf50be4c2d204bafaaf3c5f68ac852 model-00004-of-00004.safetensors
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+
d5c7fee99574e9a05f901282aee04fc4fc3dccf094a659df48c6b8e9f39109c3 model.safetensors.index.json
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27225450ac9c6529872ee1924fcb0962ff5634834f817040f444118116f4e516 preprocessor_config.json
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d89ef49ce9cd37fbf510158e13c1ef063d9286411c1ec9049932dbe0487143b1 processor_config.json
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06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523 tokenizer.json
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792fa3f0cb88b111e54ef3134c873531008c4df471d108da17903426e308aa7b tokenizer_config.json
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c9a019df0157caadb8a1330d2ac48caca683173856c72357875dfbaaf1ddda8b training_config.json
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weak/trailing_user/iterations/iter_0000003/chat_template.jinja
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{%- set image_count = namespace(value=0) %}
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{%- set video_count = namespace(value=0) %}
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{%- macro render_content(content, do_vision_count, is_system_content=false) %}
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{%- if content is string %}
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{{- content }}
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{%- elif content is iterable and content is not mapping %}
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{%- for item in content %}
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{%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
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{%- if is_system_content %}
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{{- raise_exception('System message cannot contain images.') }}
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{%- endif %}
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{%- if do_vision_count %}
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{%- set image_count.value = image_count.value + 1 %}
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{%- endif %}
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{%- if add_vision_id %}
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{{- 'Picture ' ~ image_count.value ~ ': ' }}
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{%- endif %}
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{{- '<|vision_start|><|image_pad|><|vision_end|>' }}
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{%- elif 'video' in item or item.type == 'video' %}
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{%- if is_system_content %}
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{{- raise_exception('System message cannot contain videos.') }}
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{%- endif %}
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{%- if do_vision_count %}
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{%- set video_count.value = video_count.value + 1 %}
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{%- endif %}
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{%- if add_vision_id %}
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{{- 'Video ' ~ video_count.value ~ ': ' }}
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{%- endif %}
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{{- '<|vision_start|><|video_pad|><|vision_end|>' }}
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{%- elif 'text' in item %}
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{{- item.text }}
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{%- else %}
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{{- raise_exception('Unexpected item type in content.') }}
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{%- endif %}
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{%- endfor %}
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{%- elif content is none or content is undefined %}
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{{- '' }}
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{%- else %}
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{{- raise_exception('Unexpected content type.') }}
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{%- endif %}
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{%- endmacro %}
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{%- if not messages %}
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{{- raise_exception('No messages provided.') }}
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{%- endif %}
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{%- if tools and tools is iterable and tools is not mapping %}
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{{- '<|im_start|>system\n' }}
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{{- "# Tools\n\nYou have access to the following functions:\n\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>" }}
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{{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
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{%- if messages[0].role == 'system' %}
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{%- set content = render_content(messages[0].content, false, true)|trim %}
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{%- if content %}
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{{- '\n\n' + content }}
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{%- endif %}
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{%- endif %}
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{{- '<|im_end|>\n' }}
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{%- else %}
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{%- if messages[0].role == 'system' %}
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{%- set content = render_content(messages[0].content, false, true)|trim %}
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{{- '<|im_start|>system\n' + 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" %}
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{%- set content = render_content(message.content, false)|trim %}
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{%- if not(content.startswith('<tool_response>') and 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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{%- endif %}
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{%- endfor %}
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{%- if ns.multi_step_tool %}
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{{- raise_exception('No user query found in messages.') }}
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{%- endif %}
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{%- for message in messages %}
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{%- set content = render_content(message.content, true)|trim %}
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{%- if message.role == "system" %}
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{%- if not loop.first %}
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{{- raise_exception('System message must be at the beginning.') }}
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{%- endif %}
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{%- elif message.role == "user" %}
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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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| 96 |
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{%- set content = content.split('</think>')[-1].lstrip('\n') %}
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| 97 |
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{%- endif %}
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| 98 |
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{%- endif %}
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{%- set reasoning_content = reasoning_content|trim %}
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{%- if loop.index0 > ns.last_query_index %}
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{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
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{%- else %}
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{{- '<|im_start|>' + message.role + '\n' + content }}
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| 104 |
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{%- endif %}
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| 105 |
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{%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
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| 106 |
+
{%- for tool_call in message.tool_calls %}
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| 107 |
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{%- if tool_call.function is defined %}
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| 108 |
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{%- set tool_call = tool_call.function %}
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| 109 |
+
{%- endif %}
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| 110 |
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{%- if loop.first %}
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| 111 |
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{%- if content|trim %}
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| 112 |
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{{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
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| 113 |
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{%- else %}
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| 114 |
+
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 115 |
+
{%- endif %}
|
| 116 |
+
{%- else %}
|
| 117 |
+
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 118 |
+
{%- endif %}
|
| 119 |
+
{%- if tool_call.arguments is defined %}
|
| 120 |
+
{%- for args_name, args_value in tool_call.arguments|items %}
|
| 121 |
+
{{- '<parameter=' + args_name + '>\n' }}
|
| 122 |
+
{%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
|
| 123 |
+
{{- args_value }}
|
| 124 |
+
{{- '\n</parameter>\n' }}
|
| 125 |
+
{%- endfor %}
|
| 126 |
+
{%- endif %}
|
| 127 |
+
{{- '</function>\n</tool_call>' }}
|
| 128 |
+
{%- endfor %}
|
| 129 |
+
{%- endif %}
|
| 130 |
+
{{- '<|im_end|>\n' }}
|
| 131 |
+
{%- elif message.role == "tool" %}
|
| 132 |
+
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
| 133 |
+
{{- '<|im_start|>user' }}
|
| 134 |
+
{%- endif %}
|
| 135 |
+
{{- '\n<tool_response>\n' }}
|
| 136 |
+
{{- content }}
|
| 137 |
+
{{- '\n</tool_response>' }}
|
| 138 |
+
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
| 139 |
+
{{- '<|im_end|>\n' }}
|
| 140 |
+
{%- elif loop.last %}
|
| 141 |
+
{{- '<|im_end|>\n' }}
|
| 142 |
+
{%- endif %}
|
| 143 |
+
{%- else %}
|
| 144 |
+
{{- raise_exception('Unexpected message role.') }}
|
| 145 |
+
{%- endif %}
|
| 146 |
+
{%- endfor %}
|
| 147 |
+
{%- if add_generation_prompt %}
|
| 148 |
+
{{- '<|im_start|>assistant\n' }}
|
| 149 |
+
{%- if enable_thinking is defined and enable_thinking is false %}
|
| 150 |
+
{{- '<think>\n\n</think>\n\n' }}
|
| 151 |
+
{%- else %}
|
| 152 |
+
{{- '<think>\n' }}
|
| 153 |
+
{%- endif %}
|
| 154 |
+
{%- endif %}
|
weak/trailing_user/iterations/iter_0000003/config.json
ADDED
|
@@ -0,0 +1,110 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3_5ForConditionalGeneration"
|
| 4 |
+
],
|
| 5 |
+
"dtype": "bfloat16",
|
| 6 |
+
"hidden_size": 4096,
|
| 7 |
+
"image_token_id": 248056,
|
| 8 |
+
"model_type": "qwen3_5",
|
| 9 |
+
"text_config": {
|
| 10 |
+
"attention_bias": false,
|
| 11 |
+
"attention_dropout": 0.0,
|
| 12 |
+
"attn_output_gate": true,
|
| 13 |
+
"bos_token_id": null,
|
| 14 |
+
"dtype": "bfloat16",
|
| 15 |
+
"eos_token_id": 248044,
|
| 16 |
+
"full_attention_interval": 4,
|
| 17 |
+
"head_dim": 256,
|
| 18 |
+
"hidden_act": "silu",
|
| 19 |
+
"hidden_size": 4096,
|
| 20 |
+
"initializer_range": 0.02,
|
| 21 |
+
"intermediate_size": 12288,
|
| 22 |
+
"layer_types": [
|
| 23 |
+
"linear_attention",
|
| 24 |
+
"linear_attention",
|
| 25 |
+
"linear_attention",
|
| 26 |
+
"full_attention",
|
| 27 |
+
"linear_attention",
|
| 28 |
+
"linear_attention",
|
| 29 |
+
"linear_attention",
|
| 30 |
+
"full_attention",
|
| 31 |
+
"linear_attention",
|
| 32 |
+
"linear_attention",
|
| 33 |
+
"linear_attention",
|
| 34 |
+
"full_attention",
|
| 35 |
+
"linear_attention",
|
| 36 |
+
"linear_attention",
|
| 37 |
+
"linear_attention",
|
| 38 |
+
"full_attention",
|
| 39 |
+
"linear_attention",
|
| 40 |
+
"linear_attention",
|
| 41 |
+
"linear_attention",
|
| 42 |
+
"full_attention",
|
| 43 |
+
"linear_attention",
|
| 44 |
+
"linear_attention",
|
| 45 |
+
"linear_attention",
|
| 46 |
+
"full_attention",
|
| 47 |
+
"linear_attention",
|
| 48 |
+
"linear_attention",
|
| 49 |
+
"linear_attention",
|
| 50 |
+
"full_attention",
|
| 51 |
+
"linear_attention",
|
| 52 |
+
"linear_attention",
|
| 53 |
+
"linear_attention",
|
| 54 |
+
"full_attention"
|
| 55 |
+
],
|
| 56 |
+
"linear_conv_kernel_dim": 4,
|
| 57 |
+
"linear_key_head_dim": 128,
|
| 58 |
+
"linear_num_key_heads": 16,
|
| 59 |
+
"linear_num_value_heads": 32,
|
| 60 |
+
"linear_value_head_dim": 128,
|
| 61 |
+
"mamba_ssm_dtype": "float32",
|
| 62 |
+
"max_position_embeddings": 262144,
|
| 63 |
+
"mlp_only_layers": [],
|
| 64 |
+
"model_type": "qwen3_5_text",
|
| 65 |
+
"mtp_num_hidden_layers": 1,
|
| 66 |
+
"mtp_use_dedicated_embeddings": false,
|
| 67 |
+
"num_attention_heads": 16,
|
| 68 |
+
"num_hidden_layers": 32,
|
| 69 |
+
"num_key_value_heads": 4,
|
| 70 |
+
"pad_token_id": null,
|
| 71 |
+
"partial_rotary_factor": 0.25,
|
| 72 |
+
"rms_norm_eps": 1e-06,
|
| 73 |
+
"rope_parameters": {
|
| 74 |
+
"mrope_interleaved": true,
|
| 75 |
+
"mrope_section": [
|
| 76 |
+
11,
|
| 77 |
+
11,
|
| 78 |
+
10
|
| 79 |
+
],
|
| 80 |
+
"partial_rotary_factor": 0.25,
|
| 81 |
+
"rope_theta": 10000000,
|
| 82 |
+
"rope_type": "default"
|
| 83 |
+
},
|
| 84 |
+
"tie_word_embeddings": false,
|
| 85 |
+
"use_cache": true,
|
| 86 |
+
"vocab_size": 248320
|
| 87 |
+
},
|
| 88 |
+
"tie_word_embeddings": false,
|
| 89 |
+
"transformers_version": "5.12.1",
|
| 90 |
+
"video_token_id": 248057,
|
| 91 |
+
"vision_config": {
|
| 92 |
+
"deepstack_visual_indexes": [],
|
| 93 |
+
"depth": 27,
|
| 94 |
+
"dtype": "bfloat16",
|
| 95 |
+
"hidden_act": "gelu_pytorch_tanh",
|
| 96 |
+
"hidden_size": 1152,
|
| 97 |
+
"in_channels": 3,
|
| 98 |
+
"initializer_range": 0.02,
|
| 99 |
+
"intermediate_size": 4304,
|
| 100 |
+
"model_type": "qwen3_5_vision",
|
| 101 |
+
"num_heads": 16,
|
| 102 |
+
"num_position_embeddings": 2304,
|
| 103 |
+
"out_hidden_size": 4096,
|
| 104 |
+
"patch_size": 16,
|
| 105 |
+
"spatial_merge_size": 2,
|
| 106 |
+
"temporal_patch_size": 2
|
| 107 |
+
},
|
| 108 |
+
"vision_end_token_id": 248054,
|
| 109 |
+
"vision_start_token_id": 248053
|
| 110 |
+
}
|
weak/trailing_user/iterations/iter_0000003/merge_manifest.json
ADDED
|
@@ -0,0 +1,73 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_model": {
|
| 3 |
+
"config_sha256": "663c3a08f8a7c1a6863a8fca0d3e94d445855270e0c06523f752ed177cfd9923",
|
| 4 |
+
"index_sha256": "d5c7fee99574e9a05f901282aee04fc4fc3dccf094a659df48c6b8e9f39109c3",
|
| 5 |
+
"merge_manifest_sha256": "b01d05c819a7ecf47ae65bf5bd736aef6fb54b00f4a9027510a570d55d93e606",
|
| 6 |
+
"repo": "jiaxingx/privilege-code-opsd-ckpts",
|
| 7 |
+
"revision": "3fbab6c3ed8ad472c7b99bdf5e571ff90de0c0fc",
|
| 8 |
+
"subpath": "qwen35-9b-expert-sft-131k-lora64-block28-2996448/checkpoint-best"
|
| 9 |
+
},
|
| 10 |
+
"completed_updates_through_checkpoint": 4,
|
| 11 |
+
"created_at_utc": "2026-09-02T21:12:04.214480+00:00",
|
| 12 |
+
"format": "opsd-merged-hf-full-model",
|
| 13 |
+
"format_version": 2,
|
| 14 |
+
"merge": {
|
| 15 |
+
"all_output_tensors": 775,
|
| 16 |
+
"all_tensor_exact_validation": "passed",
|
| 17 |
+
"direct_mtp_target_tensors": 15,
|
| 18 |
+
"lora_target_tensors": 135,
|
| 19 |
+
"overlap_target_tensors": 7,
|
| 20 |
+
"semantics": "restore full trained MTP tensors, then apply main-model and MTP LoRA deltas",
|
| 21 |
+
"unique_touched_tensors": 143
|
| 22 |
+
},
|
| 23 |
+
"path_in_repo": "weak/trailing_user/iterations/iter_0000003",
|
| 24 |
+
"pi_level": "weak",
|
| 25 |
+
"repo_id": "LSW142857/OPSD",
|
| 26 |
+
"repository_contents": "directly loadable merged full model only",
|
| 27 |
+
"source_adapter": {
|
| 28 |
+
"bytes": 702871144,
|
| 29 |
+
"file": "checkpoint_iter_0000003.safetensors",
|
| 30 |
+
"included_in_repository": false,
|
| 31 |
+
"includes_full_mtp": true,
|
| 32 |
+
"lora_alpha": 128.0,
|
| 33 |
+
"lora_rank": 64,
|
| 34 |
+
"lora_scaling": 2.0,
|
| 35 |
+
"parameter_tensors": 180,
|
| 36 |
+
"sha256": "9f0b16e6e1bf69f38be6ec7faee0b8779e6b759952cde2a72d3d055f5ef4005d"
|
| 37 |
+
},
|
| 38 |
+
"source_git_commit": "3dd4bfd5e19ac41595c9031dedc39a3594ec7261",
|
| 39 |
+
"source_iteration": 3,
|
| 40 |
+
"source_iteration_is_zero_indexed": true,
|
| 41 |
+
"teacher_prompt_mode": "trailing_user",
|
| 42 |
+
"training_history": {
|
| 43 |
+
"current_teacher_prompt_mode": "trailing_user",
|
| 44 |
+
"inherited_teacher_prompt_mode": "first_user",
|
| 45 |
+
"inherited_updates": 2,
|
| 46 |
+
"trailing_user_updates_through_checkpoint": 2
|
| 47 |
+
},
|
| 48 |
+
"weights": {
|
| 49 |
+
"serialized_shard_bytes": 19306304088,
|
| 50 |
+
"shards": {
|
| 51 |
+
"model-00001-of-00004.safetensors": {
|
| 52 |
+
"bytes": 4911674552,
|
| 53 |
+
"sha256": "483878b74d8bf2e9b7ae36831a085e055b5b49f8a4e3f7c404939cb105820ffd",
|
| 54 |
+
"tensors": 398
|
| 55 |
+
},
|
| 56 |
+
"model-00002-of-00004.safetensors": {
|
| 57 |
+
"bytes": 4954211208,
|
| 58 |
+
"sha256": "ed793dc8edfe7127f04148d3ab92c7d61b9c98cd65a3dda42407366cca37de00",
|
| 59 |
+
"tensors": 148
|
| 60 |
+
},
|
| 61 |
+
"model-00003-of-00004.safetensors": {
|
| 62 |
+
"bytes": 4988356968,
|
| 63 |
+
"sha256": "9074efa28854682f4f19d5dfd3579e1d93ba1499f284b09e17432ae0c497301c",
|
| 64 |
+
"tensors": 156
|
| 65 |
+
},
|
| 66 |
+
"model-00004-of-00004.safetensors": {
|
| 67 |
+
"bytes": 4452061360,
|
| 68 |
+
"sha256": "86e7a8ceff1bfba1c6edc8f819215645a4bf50be4c2d204bafaaf3c5f68ac852",
|
| 69 |
+
"tensors": 73
|
| 70 |
+
}
|
| 71 |
+
}
|
| 72 |
+
}
|
| 73 |
+
}
|
weak/trailing_user/iterations/iter_0000003/model-00001-of-00004.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:483878b74d8bf2e9b7ae36831a085e055b5b49f8a4e3f7c404939cb105820ffd
|
| 3 |
+
size 4911674552
|
weak/trailing_user/iterations/iter_0000003/model-00002-of-00004.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ed793dc8edfe7127f04148d3ab92c7d61b9c98cd65a3dda42407366cca37de00
|
| 3 |
+
size 4954211208
|
weak/trailing_user/iterations/iter_0000003/model-00003-of-00004.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:9074efa28854682f4f19d5dfd3579e1d93ba1499f284b09e17432ae0c497301c
|
| 3 |
+
size 4988356968
|
weak/trailing_user/iterations/iter_0000003/model-00004-of-00004.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:86e7a8ceff1bfba1c6edc8f819215645a4bf50be4c2d204bafaaf3c5f68ac852
|
| 3 |
+
size 4452061360
|
weak/trailing_user/iterations/iter_0000003/model.safetensors.index.json
ADDED
|
@@ -0,0 +1,782 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
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|
| 781 |
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|
| 782 |
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|
weak/trailing_user/iterations/iter_0000003/preprocessor_config.json
ADDED
|
@@ -0,0 +1,21 @@
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|
| 1 |
+
{
|
| 2 |
+
"size": {
|
| 3 |
+
"longest_edge": 16777216,
|
| 4 |
+
"shortest_edge": 65536
|
| 5 |
+
},
|
| 6 |
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"patch_size": 16,
|
| 7 |
+
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|
| 8 |
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|
| 9 |
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|
| 10 |
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0.5,
|
| 11 |
+
0.5,
|
| 12 |
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0.5
|
| 13 |
+
],
|
| 14 |
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"image_std": [
|
| 15 |
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0.5,
|
| 16 |
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0.5,
|
| 17 |
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0.5
|
| 18 |
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|
| 19 |
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"processor_class": "Qwen3VLProcessor",
|
| 20 |
+
"image_processor_type": "Qwen2VLImageProcessorFast"
|
| 21 |
+
}
|
weak/trailing_user/iterations/iter_0000003/processor_config.json
ADDED
|
@@ -0,0 +1,60 @@
|
|
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|
| 1 |
+
{
|
| 2 |
+
"image_processor": {
|
| 3 |
+
"do_convert_rgb": true,
|
| 4 |
+
"do_normalize": true,
|
| 5 |
+
"do_rescale": true,
|
| 6 |
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"do_resize": true,
|
| 7 |
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"image_mean": [
|
| 8 |
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0.5,
|
| 9 |
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0.5,
|
| 10 |
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0.5
|
| 11 |
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],
|
| 12 |
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"image_processor_type": "Qwen2VLImageProcessor",
|
| 13 |
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|
| 14 |
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0.5,
|
| 15 |
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0.5,
|
| 16 |
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0.5
|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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"temporal_patch_size": 2
|
| 27 |
+
},
|
| 28 |
+
"processor_class": "Qwen3VLProcessor",
|
| 29 |
+
"video_processor": {
|
| 30 |
+
"do_convert_rgb": true,
|
| 31 |
+
"do_normalize": true,
|
| 32 |
+
"do_rescale": true,
|
| 33 |
+
"do_resize": true,
|
| 34 |
+
"do_sample_frames": true,
|
| 35 |
+
"fps": 2,
|
| 36 |
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"image_mean": [
|
| 37 |
+
0.5,
|
| 38 |
+
0.5,
|
| 39 |
+
0.5
|
| 40 |
+
],
|
| 41 |
+
"image_std": [
|
| 42 |
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0.5,
|
| 43 |
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0.5,
|
| 44 |
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0.5
|
| 45 |
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],
|
| 46 |
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"max_frames": 768,
|
| 47 |
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|
| 48 |
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"min_frames": 4,
|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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"size": {
|
| 54 |
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|
| 55 |
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| 56 |
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},
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| 57 |
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|
| 58 |
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"video_processor_type": "Qwen3VLVideoProcessor"
|
| 59 |
+
}
|
| 60 |
+
}
|
weak/trailing_user/iterations/iter_0000003/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:06b9509352d2af50381ab2247e083b80d32d5c0aba91c272ca9ff729b6a0e523
|
| 3 |
+
size 19989325
|
weak/trailing_user/iterations/iter_0000003/tokenizer_config.json
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
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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 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"audio_bos_token": "<|audio_start|>",
|
| 4 |
+
"audio_eos_token": "<|audio_end|>",
|
| 5 |
+
"audio_token": "<|audio_pad|>",
|
| 6 |
+
"backend": "tokenizers",
|
| 7 |
+
"bos_token": null,
|
| 8 |
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|
| 9 |
+
"eos_token": "<|im_end|>",
|
| 10 |
+
"errors": "replace",
|
| 11 |
+
"image_token": "<|image_pad|>",
|
| 12 |
+
"is_local": true,
|
| 13 |
+
"local_files_only": false,
|
| 14 |
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"model_max_length": 262144,
|
| 15 |
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"model_specific_special_tokens": {
|
| 16 |
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"audio_bos_token": "<|audio_start|>",
|
| 17 |
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"audio_eos_token": "<|audio_end|>",
|
| 18 |
+
"audio_token": "<|audio_pad|>",
|
| 19 |
+
"image_token": "<|image_pad|>",
|
| 20 |
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"video_token": "<|video_pad|>",
|
| 21 |
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"vision_bos_token": "<|vision_start|>",
|
| 22 |
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"vision_eos_token": "<|vision_end|>"
|
| 23 |
+
},
|
| 24 |
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"pad_token": "<|endoftext|>",
|
| 25 |
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"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
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| 26 |
+
"processor_class": "Qwen3VLProcessor",
|
| 27 |
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"split_special_tokens": false,
|
| 28 |
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"tokenizer_class": "Qwen2Tokenizer",
|
| 29 |
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"unk_token": null,
|
| 30 |
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"video_token": "<|video_pad|>",
|
| 31 |
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"vision_bos_token": "<|vision_start|>",
|
| 32 |
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"vision_eos_token": "<|vision_end|>"
|
| 33 |
+
}
|
weak/trailing_user/iterations/iter_0000003/training_config.json
ADDED
|
@@ -0,0 +1,51 @@
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"adam_betas": [
|
| 3 |
+
0.9,
|
| 4 |
+
0.98
|
| 5 |
+
],
|
| 6 |
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"completed_updates": 4,
|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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"objective": "strict full-vocabulary forward KL",
|
| 18 |
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|
| 19 |
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"pi_level": "weak",
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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"algorithm": "EAGLE",
|
| 25 |
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|
| 26 |
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|
| 27 |
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"steps": 3,
|
| 28 |
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"top_k": 1
|
| 29 |
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},
|
| 30 |
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"teacher_prompt_mode": "trailing_user",
|
| 31 |
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"teacher_top_k": 64,
|
| 32 |
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"temperature": 0.6,
|
| 33 |
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"train_metrics": {
|
| 34 |
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|
| 35 |
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|
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|
| 39 |
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|
| 40 |
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"opsd_forward_kl": 0.049462348222732544,
|
| 41 |
+
"opsd_min_token_kl": -0.002506256103515625,
|
| 42 |
+
"opsd_negative_token_fraction": 0.22248440980911255,
|
| 43 |
+
"step": 3
|
| 44 |
+
},
|
| 45 |
+
"training_history": {
|
| 46 |
+
"current_teacher_prompt_mode": "trailing_user",
|
| 47 |
+
"inherited_teacher_prompt_mode": "first_user",
|
| 48 |
+
"inherited_updates": 2,
|
| 49 |
+
"trailing_user_updates_through_checkpoint": 2
|
| 50 |
+
}
|
| 51 |
+
}
|