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.gitattributes

@@ -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

README.md

@@ -0,0 +1,65 @@
+---
+library_name: transformers
+license: other
+base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B
+tags:
+- llama-factory
+- full
+- generated_from_trainer
+model-index:
+- name: Distill_DeepScaleR_7B_Preview
+  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. -->
+
+# Distill_DeepScaleR_7B_Preview
+
+This model is a fine-tuned version of [deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B) on the Distill_DeepScaleR_7B_Preview dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.3696
+
+## 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: 1
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- total_train_batch_size: 4
+- total_eval_batch_size: 4
+- 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
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 0.3007        | 0.7788 | 500  | 0.3660          |
+| 0.1601        | 1.5576 | 1000 | 0.3697          |
+
+
+### Framework versions
+
+- Transformers 4.46.1
+- Pytorch 2.6.0+cu124
+- Datasets 3.1.0
+- Tokenizers 0.20.3

all_results.json

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+{
+    "epoch": 2.0,
+    "eval_loss": 0.3695966303348541,
+    "eval_runtime": 2.67,
+    "eval_samples_per_second": 9.738,
+    "eval_steps_per_second": 2.622,
+    "total_flos": 17255618273280.0,
+    "train_loss": 0.27858535300162723,
+    "train_runtime": 1476.77,
+    "train_samples_per_second": 3.477,
+    "train_steps_per_second": 0.869
+}

config.json

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+{
+  "_name_or_path": "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 1536,
+  "initializer_range": 0.02,
+  "intermediate_size": 8960,
+  "max_position_embeddings": 131072,
+  "max_window_layers": 21,
+  "model_type": "qwen2",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 2,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 10000,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.46.1",
+  "use_cache": false,
+  "use_mrope": false,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

eval_results.json

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+{
+    "epoch": 2.0,
+    "eval_loss": 0.3695966303348541,
+    "eval_runtime": 2.67,
+    "eval_samples_per_second": 9.738,
+    "eval_steps_per_second": 2.622
+}

generation_config.json

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+{
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+  "bos_token_id": 151646,
+  "do_sample": true,
+  "eos_token_id": 151643,
+  "temperature": 0.6,
+  "top_p": 0.95,
+  "transformers_version": "4.46.1"
+}

model.safetensors

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special_tokens_map.json

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+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+    "single_word": false
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+}

tokenizer.json

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+size 11422778

tokenizer_config.json

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+  "bos_token": "<｜begin▁of▁sentence｜>",
+  "chat_template": "{{ '<｜begin▁of▁sentence｜>' }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<｜User｜>' + content + '<｜Assistant｜>' }}{% elif message['role'] == 'assistant' %}{{ content + '<｜end▁of▁sentence｜>' }}{% endif %}{% endfor %}",
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+  "padding_side": "right",
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+  "tokenizer_class": "LlamaTokenizer",
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+  "use_default_system_prompt": false
+}

train_results.json

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+    "train_runtime": 1476.77,
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+}

trainer_log.jsonl

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training_args.bin

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