test upload

.gitattributes

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README.md

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+---
+library_name: transformers
+license: other
+base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
+tags:
+- llama-factory
+- full
+- generated_from_trainer
+model-index:
+- name: sft
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# sft
+
+This model is a fine-tuned version of [deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B) on the custom_aime_post_verification dataset.
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 1e-05
+- train_batch_size: 1
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- gradient_accumulation_steps: 2
+- total_train_batch_size: 16
+- total_eval_batch_size: 64
+- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 3.0
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.49.0
+- Pytorch 2.5.1+cu124
+- Datasets 3.3.2
+- Tokenizers 0.21.0

all_results.json

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+{
+    "epoch": 3.0,
+    "total_flos": 17907093995520.0,
+    "train_loss": 0.32062222101749516,
+    "train_runtime": 876.6394,
+    "train_samples_per_second": 1.41,
+    "train_steps_per_second": 0.089
+}

config.json

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+{
+  "_name_or_path": "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 3584,
+  "initializer_range": 0.02,
+  "intermediate_size": 18944,
+  "max_position_embeddings": 131072,
+  "max_window_layers": 28,
+  "model_type": "qwen2",
+  "num_attention_heads": 28,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 4,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.49.0",
+  "use_cache": false,
+  "use_mrope": false,
+  "use_sliding_window": false,
+  "vocab_size": 152064
+}

generation_config.json

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+  "_from_model_config": true,
+  "bos_token_id": 151646,
+  "do_sample": true,
+  "eos_token_id": 151643,
+  "temperature": 0.6,
+  "top_p": 0.95,
+  "transformers_version": "4.49.0"
+}

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+    "151663": {
+      "content": "<|repo_name|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151664": {
+      "content": "<|file_sep|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<｜begin▁of▁sentence｜>",
+  "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin��>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '</think>' in content %}{% set content = content.split('</think>')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜><think>\\n'}}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<｜end▁of▁sentence｜>",
+  "extra_special_tokens": {},
+  "legacy": true,
+  "model_max_length": 16384,
+  "pad_token": "<｜end▁of▁sentence｜>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "split_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizerFast",
+  "unk_token": null,
+  "use_default_system_prompt": false
+}

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.0,
+    "total_flos": 17907093995520.0,
+    "train_loss": 0.32062222101749516,
+    "train_runtime": 876.6394,
+    "train_samples_per_second": 1.41,
+    "train_steps_per_second": 0.089
+}

trainer_log.jsonl

@@ -0,0 +1,8 @@
+{"current_steps": 10, "total_steps": 78, "loss": 0.4062, "lr": 9.979871469976197e-06, "epoch": 0.38461538461538464, "percentage": 12.82, "elapsed_time": "0:01:48", "remaining_time": "0:12:16"}
+{"current_steps": 20, "total_steps": 78, "loss": 0.3954, "lr": 9.292243968009332e-06, "epoch": 0.7692307692307693, "percentage": 25.64, "elapsed_time": "0:03:32", "remaining_time": "0:10:16"}
+{"current_steps": 30, "total_steps": 78, "loss": 0.3389, "lr": 7.754484907260513e-06, "epoch": 1.1538461538461537, "percentage": 38.46, "elapsed_time": "0:05:24", "remaining_time": "0:08:39"}
+{"current_steps": 40, "total_steps": 78, "loss": 0.3296, "lr": 5.671166329088278e-06, "epoch": 1.5384615384615383, "percentage": 51.28, "elapsed_time": "0:07:07", "remaining_time": "0:06:46"}
+{"current_steps": 50, "total_steps": 78, "loss": 0.3183, "lr": 3.4549150281252635e-06, "epoch": 1.9230769230769231, "percentage": 64.1, "elapsed_time": "0:08:55", "remaining_time": "0:04:59"}
+{"current_steps": 60, "total_steps": 78, "loss": 0.2884, "lr": 1.544686755065677e-06, "epoch": 2.3076923076923075, "percentage": 76.92, "elapsed_time": "0:10:43", "remaining_time": "0:03:13"}
+{"current_steps": 70, "total_steps": 78, "loss": 0.2566, "lr": 3.18825646801314e-07, "epoch": 2.6923076923076925, "percentage": 89.74, "elapsed_time": "0:12:30", "remaining_time": "0:01:25"}
+{"current_steps": 78, "total_steps": 78, "epoch": 3.0, "percentage": 100.0, "elapsed_time": "0:14:35", "remaining_time": "0:00:00"}

trainer_state.json

@@ -0,0 +1,91 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 3.0,
+  "eval_steps": 500,
+  "global_step": 78,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.38461538461538464,
+      "grad_norm": 0.7253261543104126,
+      "learning_rate": 9.979871469976197e-06,
+      "loss": 0.4062,
+      "step": 10
+    },
+    {
+      "epoch": 0.7692307692307693,
+      "grad_norm": 0.4193514959958101,
+      "learning_rate": 9.292243968009332e-06,
+      "loss": 0.3954,
+      "step": 20
+    },
+    {
+      "epoch": 1.1538461538461537,
+      "grad_norm": 0.43732575229679993,
+      "learning_rate": 7.754484907260513e-06,
+      "loss": 0.3389,
+      "step": 30
+    },
+    {
+      "epoch": 1.5384615384615383,
+      "grad_norm": 0.43733481719480727,
+      "learning_rate": 5.671166329088278e-06,
+      "loss": 0.3296,
+      "step": 40
+    },
+    {
+      "epoch": 1.9230769230769231,
+      "grad_norm": 0.3990439199728364,
+      "learning_rate": 3.4549150281252635e-06,
+      "loss": 0.3183,
+      "step": 50
+    },
+    {
+      "epoch": 2.3076923076923075,
+      "grad_norm": 0.31428396418963495,
+      "learning_rate": 1.544686755065677e-06,
+      "loss": 0.2884,
+      "step": 60
+    },
+    {
+      "epoch": 2.6923076923076925,
+      "grad_norm": 0.2953019492946096,
+      "learning_rate": 3.18825646801314e-07,
+      "loss": 0.2566,
+      "step": 70
+    },
+    {
+      "epoch": 3.0,
+      "step": 78,
+      "total_flos": 17907093995520.0,
+      "train_loss": 0.32062222101749516,
+      "train_runtime": 876.6394,
+      "train_samples_per_second": 1.41,
+      "train_steps_per_second": 0.089
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 78,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 3,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 17907093995520.0,
+  "train_batch_size": 1,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:72dc3bce148fef03d671b383803ca51ddbad5497d6e4a6a2be25cda6bf088b88
+size 7544