upload sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270

.gitattributes

@@ -158,3 +158,4 @@ checkpoints/knowledge/sft_mix_d5_e10_llama_3_2_3b_it_l0p3/run_20260503.043607/st
 checkpoints/simpleqa/sft_gt_qwen3_1_7b_20260428/run_20260429.081031/step_270/policy/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 checkpoints/knowledge/sft_mix_d5_e10_llama_3_2_3b_it_l0p5/run_20260503.043620/step_200/policy/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 checkpoints/simpleqa/sft_gt_qwen3_4b_20260428/run_20260429.084349/step_270/policy/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/config.yaml

@@ -0,0 +1,124 @@
+checkpointing:
+  checkpoint_dir: /work/jh250017/m57000/jiarui/TeacherMix/data/checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349
+  checkpoint_must_save_by: null
+  enabled: true
+  higher_is_better: false
+  keep_top_k: null
+  metric_name: null
+  save_optimizer: false
+  save_period: 50
+cluster:
+  gpus_per_node: 1
+  num_nodes: 4
+data:
+  add_bos: true
+  add_eos: true
+  add_generation_prompt: false
+  default:
+    processor: sft_processor
+    prompt_file: null
+    system_prompt_file: /work/jh250017/m57000/jiarui/TeacherMix/mix_teachers/train/simpleqa_opsd/system_prompt.txt
+  max_input_seq_length: 10000
+  num_workers: 1
+  shuffle: true
+  train:
+  - dataset_name: simpleqa_opsd
+    processor: sft_processor
+    prompt_file: null
+    system_prompt_file: /work/jh250017/m57000/jiarui/TeacherMix/mix_teachers/train/simpleqa_opsd/system_prompt.txt
+logger:
+  gpu_monitoring:
+    collection_interval: 10
+    flush_interval: 10
+  log_dir: /work/jh250017/m57000/jiarui/TeacherMix/data/checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/logs/exp_001
+  mlflow_enabled: false
+  monitor_gpus: true
+  swanlab_enabled: false
+  tensorboard:
+    log_dir: tb_logs-sft-simpleqa-gt-qwen3_8b
+  tensorboard_enabled: true
+  wandb:
+    entity: mathrl-jiarui
+    name: sft-simpleqa-gt-20260428-miyabi-Qwen/Qwen3-8B
+    project: mix-teachers-opsd
+  wandb_enabled: true
+paths:
+  base_dir: /work/jh250017/m57000/jiarui/TeacherMix/mix_teachers/train/simpleqa_opsd
+  data_dir: /work/jh250017/m57000/jiarui/TeacherMix/data/simpleqa/atomic_sft
+policy:
+  dtensor_cfg:
+    _v2: true
+    activation_checkpointing: true
+    context_parallel_size: 1
+    cpu_offload: true
+    custom_parallel_plan: null
+    enabled: true
+    lora_cfg:
+      alpha: 32
+      dim: 8
+      dropout: 0.0
+      dropout_position: post
+      enabled: false
+      exclude_modules: []
+      lora_A_init: xavier
+      match_all_linear: true
+      target_modules: []
+      use_triton: true
+    sequence_parallel: false
+    tensor_parallel_size: 1
+  dynamic_batching:
+    enabled: true
+    sequence_length_round: 64
+    train_mb_tokens: 10000
+  make_sequence_length_divisible_by: 1
+  max_grad_norm: 1.0
+  max_total_sequence_length: 10000
+  megatron_cfg:
+    enabled: false
+  model_name: Qwen/Qwen3-8B
+  offload_optimizer_for_logprob: false
+  optimizer:
+    kwargs:
+      betas:
+      - 0.9
+      - 0.95
+      eps: 1.0e-08
+      foreach: false
+      fused: false
+      lr: 1.0e-05
+      weight_decay: 0.01
+    name: torch.optim.AdamW
+  precision: bfloat16
+  scheduler:
+  - kwargs:
+      end_factor: 1.0
+      start_factor: 0.1
+      total_iters: 20
+    name: torch.optim.lr_scheduler.LinearLR
+  - kwargs:
+      factor: 1.0
+      total_iters: 10000000000
+    name: torch.optim.lr_scheduler.ConstantLR
+  - milestones:
+    - 20
+  sequence_packing:
+    algorithm: modified_first_fit_decreasing
+    enabled: false
+    sequence_length_round: 64
+    train_mb_tokens: 10000
+  tokenizer:
+    chat_template_kwargs:
+      enable_thinking: false
+    name: Qwen/Qwen3-8B
+  train_global_batch_size: 16
+  train_micro_batch_size: 1
+sft:
+  max_num_epochs: 1
+  max_num_steps: 270
+  seed: 42
+  val_at_end: false
+  val_at_start: false
+  val_batches: 8
+  val_global_batch_size: 32
+  val_micro_batch_size: 1
+  val_period: 99999

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/tokenizer/added_tokens.json

@@ -0,0 +1,28 @@
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+  "</tool_call>": 151658,
+  "</tool_response>": 151666,
+  "<think>": 151667,
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+  "<|file_sep|>": 151664,
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+  "<|fim_pad|>": 151662,
+  "<|fim_prefix|>": 151659,
+  "<|fim_suffix|>": 151661,
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+  "<|image_pad|>": 151655,
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+  "<|object_ref_start|>": 151646,
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+}

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/tokenizer/chat_template.jinja

@@ -0,0 +1,89 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0].role == 'system' %}
+        {{- messages[0].content + '\n\n' }}
+    {%- endif %}
+    {{- "# 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>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\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" }}
+{%- else %}
+    {%- if messages[0].role == 'system' %}
+        {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for message in messages[::-1] %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- 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>')) %}
+        {%- set ns.multi_step_tool = false %}
+        {%- set ns.last_query_index = index %}
+    {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+    {%- if message.content is string %}
+        {%- set content = message.content %}
+    {%- else %}
+        {%- set content = '' %}
+    {%- endif %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {%- set reasoning_content = '' %}
+        {%- if message.reasoning_content is string %}
+            {%- set reasoning_content = message.reasoning_content %}
+        {%- else %}
+            {%- if '</think>' in content %}
+                {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
+                {%- set content = content.split('</think>')[-1].lstrip('\n') %}
+            {%- endif %}
+        {%- endif %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- if loop.last or (not loop.last and reasoning_content) %}
+                {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
+            {%- else %}
+                {{- '<|im_start|>' + message.role + '\n' + content }}
+            {%- endif %}
+        {%- else %}
+            {{- '<|im_start|>' + message.role + '\n' + content }}
+        {%- endif %}
+        {%- if message.tool_calls %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if (loop.first and content) or (not loop.first) %}
+                    {{- '\n' }}
+                {%- endif %}
+                {%- if tool_call.function %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- content }}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+    {%- if enable_thinking is defined and enable_thinking is false %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/tokenizer/special_tokens_map.json

@@ -0,0 +1,31 @@
+{
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+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
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+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/tokenizer/tokenizer.json

@@ -0,0 +1,3 @@
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+size 11422654

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/tokenizer/tokenizer_config.json

@@ -0,0 +1,239 @@
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+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
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+    "<|quad_end|>",
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+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
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+  "clean_up_tokenization_spaces": false,
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+  "errors": "replace",
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+}

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/weights/model/.hf_metadata/config.json

@@ -0,0 +1,70 @@
+{
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+    "Qwen3ForCausalLM"
+  ],
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+  "attention_dropout": 0.0,
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+  "dtype": "float32",
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+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 12288,
+  "layer_types": [
+    "full_attention",
+    "full_attention",
+    "full_attention",
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+  "max_window_layers": 36,
+  "model_type": "qwen3",
+  "nemo_version": "0.2.0",
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+  "num_hidden_layers": 36,
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+  "rms_norm_eps": 1e-06,
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+  "rope_theta": 1000000,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "transformers_version": "4.57.1",
+  "use_cache": false,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

checkpoints/simpleqa/sft_gt_qwen3_8b_20260428/run_20260429.084349/step_270/policy/weights/model/.hf_metadata/fqn_to_file_index_mapping.json

@@ -0,0 +1,401 @@
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