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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

.ipynb_checkpoints/added_tokens-checkpoint.json

@@ -0,0 +1,24 @@
+{
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+  "<|box_end|>": 151649,
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+  "<|file_sep|>": 151664,
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+  "<|object_ref_end|>": 151647,
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+  "<|vision_pad|>": 151654,
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+}

.ipynb_checkpoints/eval_metrics-checkpoint.json

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+{
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+    "eval_runtime": 1.0266,
+    "eval_samples_per_second": 11.689,
+    "eval_steps_per_second": 5.845,
+    "epoch": 2.0,
+    "perplexity": 1.2431770956555726
+}

.ipynb_checkpoints/test_metrics-checkpoint.json

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+{
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+    "eval_runtime": 0.943,
+    "eval_samples_per_second": 13.785,
+    "eval_steps_per_second": 7.423,
+    "epoch": 2.0,
+    "perplexity": 1.0887675877283907
+}

.ipynb_checkpoints/training_args-checkpoint.json

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+{
+    "output_dir": "/root/autodl-tmp/outputs",
+    "overwrite_output_dir": false,
+    "do_train": false,
+    "do_eval": false,
+    "do_predict": false,
+    "eval_strategy": "no",
+    "prediction_loss_only": false,
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+    "learning_rate": 2e-05,
+    "weight_decay": 0.0,
+    "adam_beta1": 0.9,
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+    "adam_epsilon": 1e-08,
+    "max_grad_norm": 1.0,
+    "num_train_epochs": 2.0,
+    "max_steps": -1,
+    "lr_scheduler_type": "linear",
+    "lr_scheduler_kwargs": {},
+    "warmup_ratio": 0.0,
+    "warmup_steps": 0,
+    "log_level": "passive",
+    "log_level_replica": "warning",
+    "log_on_each_node": true,
+    "logging_dir": "/root/autodl-tmp/outputs/runs/Jun27_17-53-30_autodl-container-fe1242b65f-4b457351",
+    "logging_strategy": "steps",
+    "logging_first_step": false,
+    "logging_steps": 20,
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+    "save_strategy": "no",
+    "save_steps": 500,
+    "save_total_limit": null,
+    "save_safetensors": true,
+    "save_on_each_node": false,
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+    "restore_callback_states_from_checkpoint": false,
+    "no_cuda": false,
+    "use_cpu": false,
+    "use_mps_device": false,
+    "seed": 42,
+    "data_seed": null,
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+    "fp16_opt_level": "O1",
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+    "load_best_model_at_end": false,
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+    "fsdp": [],
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+    "accelerator_config": "AcceleratorConfig(split_batches=False, dispatch_batches=None, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None, use_configured_state=False)",
+    "deepspeed": "/root/autodl-tmp/configs/ds_config.json",
+    "label_smoothing_factor": 0.0,
+    "optim": "adamw_torch",
+    "optim_args": null,
+    "adafactor": false,
+    "group_by_length": false,
+    "length_column_name": "length",
+    "report_to": [
+        "tensorboard"
+    ],
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+    "dataloader_pin_memory": true,
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+    "mp_parameters": "",
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+    "ray_scope": "last",
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+    "torch_compile": false,
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+    "use_liger_kernel": false,
+    "eval_use_gather_object": false,
+    "average_tokens_across_devices": false,
+    "model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+    "data_path": "/root/autodl-tmp/data/curated.json",
+    "train_ratio": 0.8,
+    "val_ratio": 0.1,
+    "max_seq_length": 2048,
+    "distributed_state": "Distributed environment: DistributedType.DEEPSPEED  Backend: nccl\nNum processes: 2\nProcess index: 0\nLocal process index: 0\nDevice: cuda:0\n",
+    "_n_gpu": 1,
+    "__cached__setup_devices": "cuda:0",
+    "deepspeed_plugin": "DeepSpeedPlugin(hf_ds_config=<transformers.integrations.deepspeed.HfTrainerDeepSpeedConfig object at 0x7f4349ef9c70>, gradient_accumulation_steps=1, gradient_clipping='auto', zero_stage=2, is_train_batch_min=True, offload_optimizer_device='cpu', offload_param_device='cpu', offload_optimizer_nvme_path='none', offload_param_nvme_path='none', zero3_init_flag=False, zero3_save_16bit_model=False, transformer_moe_cls_names=None, enable_msamp=False, msamp_opt_level='O1')",
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+}

added_tokens.json

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+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
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+}

chat_template.jinja

@@ -0,0 +1,54 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- messages[0]['content'] }}
+    {%- else %}
+        {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
+    {%- endif %}
+    {{- "\n\n# 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' }}
+    {%- else %}
+        {{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- for message in messages %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
+        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role }}
+        {%- if message.content %}
+            {{- '\n' + message.content }}
+        {%- endif %}
+        {%- for tool_call in message.tool_calls %}
+            {%- if tool_call.function is defined %}
+                {%- set tool_call = tool_call.function %}
+            {%- endif %}
+            {{- '\n<tool_call>\n{"name": "' }}
+            {{- tool_call.name }}
+            {{- '", "arguments": ' }}
+            {{- tool_call.arguments | tojson }}
+            {{- '}\n</tool_call>' }}
+        {%- endfor %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.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' }}
+{%- endif %}

config.json

@@ -0,0 +1,28 @@
+{
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
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+  "intermediate_size": 11008,
+  "max_position_embeddings": 32768,
+  "max_window_layers": 70,
+  "model_type": "qwen2",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 36,
+  "num_key_value_heads": 2,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "sliding_window": 32768,
+  "tie_word_embeddings": true,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.52.4",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

generation_config.json

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+  "temperature": 0.7,
+  "top_k": 20,
+  "top_p": 0.8,
+  "transformers_version": "4.52.4"
+}

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