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Model: cs-552-2026-the-transformers/safety_model Source: Original Platform
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ModelHub XC
89
checkpoint-63/chat_template.jinja
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89
checkpoint-63/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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63
checkpoint-63/config.json
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63
checkpoint-63/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": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 6144,
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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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],
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"max_position_embeddings": 40960,
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"max_window_layers": 28,
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"model_type": "qwen3",
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"num_attention_heads": 16,
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"num_hidden_layers": 28,
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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": true,
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"transformers_version": "5.7.0",
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"use_cache": false,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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12
checkpoint-63/generation_config.json
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12
checkpoint-63/generation_config.json
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@@ -0,0 +1,12 @@
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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": "5.7.0"
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}
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3
checkpoint-63/model.safetensors
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3
checkpoint-63/model.safetensors
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:b861c0346017062303d33517df827a8b2719243b9b4ab74727ea3b4a999289bc
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size 3441185608
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3
checkpoint-63/optimizer.pt
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3
checkpoint-63/optimizer.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:f1c505c1716a82ca3d2e1cd8cd1877b1f717f4453be73242b57922e6a4942493
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size 6882572207
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3
checkpoint-63/rng_state.pth
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3
checkpoint-63/rng_state.pth
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:61c19bab1174704a4a4441475683bf1270277af15d2e2c95e964789128e482c4
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size 14645
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3
checkpoint-63/scheduler.pt
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3
checkpoint-63/scheduler.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:8baf2b5a46fac85f95c0a15caf2414a92c036d41b6ccf016dc0542ed26e499c2
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size 1465
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3
checkpoint-63/tokenizer.json
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3
checkpoint-63/tokenizer.json
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@@ -0,0 +1,3 @@
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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
checkpoint-63/tokenizer_config.json
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30
checkpoint-63/tokenizer_config.json
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@@ -0,0 +1,30 @@
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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": false,
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"local_files_only": false,
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"model_max_length": 131072,
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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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94
checkpoint-63/trainer_state.json
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94
checkpoint-63/trainer_state.json
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@@ -0,0 +1,94 @@
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{
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"best_global_step": null,
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 63,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"entropy": 0.1056655953405425,
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"epoch": 0.16,
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"grad_norm": 12.0625,
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"learning_rate": 1.894736842105263e-05,
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"loss": 3.4882164001464844,
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"mean_token_accuracy": 0.7255681823939085,
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"num_tokens": 40047.0,
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"step": 10
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},
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{
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"entropy": 0.06432699970901012,
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"epoch": 0.32,
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"grad_norm": 2.453125,
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"learning_rate": 1.543859649122807e-05,
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"loss": 0.06028715968132019,
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"mean_token_accuracy": 0.9670454517006875,
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"num_tokens": 79520.0,
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"step": 20
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},
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{
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"entropy": 0.0531476724660024,
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"epoch": 0.48,
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"grad_norm": 3.5,
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"learning_rate": 1.192982456140351e-05,
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"loss": 0.05689932703971863,
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"mean_token_accuracy": 0.9693181797862053,
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"num_tokens": 120623.0,
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"step": 30
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},
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{
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"entropy": 0.054595551500096914,
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"epoch": 0.64,
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"grad_norm": 4.0625,
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"learning_rate": 8.421052631578948e-06,
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"loss": 0.06269298195838928,
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"mean_token_accuracy": 0.961363635212183,
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"num_tokens": 162158.0,
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"step": 40
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},
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{
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"entropy": 0.056087028328329326,
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"epoch": 0.8,
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"grad_norm": 2.953125,
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"learning_rate": 4.912280701754386e-06,
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"loss": 0.05635017156600952,
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"mean_token_accuracy": 0.9698863588273525,
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"num_tokens": 202787.0,
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"step": 50
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},
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{
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"entropy": 0.05579588690306991,
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"epoch": 0.96,
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"grad_norm": 3.125,
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"learning_rate": 1.4035087719298246e-06,
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"loss": 0.05594708323478699,
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"mean_token_accuracy": 0.965340905636549,
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"num_tokens": 243390.0,
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"step": 60
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}
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],
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"logging_steps": 10,
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"max_steps": 63,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 1,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": true
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},
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"attributes": {}
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}
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},
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"total_flos": 2576514320547840.0,
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"train_batch_size": 2,
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"trial_name": null,
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"trial_params": null
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}
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3
checkpoint-63/training_args.bin
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3
checkpoint-63/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c0c6b5ffa9e62ba1a8e5094c99c37fad8b460397179909c485bbecc3b7bcf0dd
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size 5713
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