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Model: MiniLLM/MiniPLM-Qwen-200M
Source: Original Platform

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README.md

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+---
+library_name: transformers
+license: apache-2.0
+datasets:
+- monology/pile-uncopyrighted
+- MiniLLM/pile-diff_samp-qwen_1.8B-qwen_104M-r0.5
+language:
+- en
+metrics:
+- accuracy
+pipeline_tag: text-generation
+---
+
+# MinPLM-Qwen-200M
+
+[paper](https://arxiv.org/abs/2410.17215) | [code](https://github.com/thu-coai/MiniPLM)
+
+**MiniPLM-Qwen-200M** is a 200M model with Qwen achitecture pre-trained from scratch on [the Pile](https://huggingface.co/datasets/monology/pile-uncopyrighted) using the MiniPLM knowledge distillation framework with the [offcial Qwen1.5-1.8B](https://huggingface.co/Qwen/Qwen1.5-1.8B) as the teacher model.
+
+We also open-source the [pre-training corpus](https://huggingface.co/datasets/MiniLLM/pile-diff_samp-qwen_1.8B-qwen_104M-r0.5) refined by Difference Sampling in MiniPLM for reproducibility.
+
+<p align='left'>
+    <img src="https://cdn-uploads.huggingface.co/production/uploads/624ac662102fcdff87be51b9/2BqT0NgkmIXYlktovw9kG.png" width="1000">
+</p>
+
+## Evaluation
+
+MiniPLM models achieves better performance given the same computation and scales well across model sizes:
+
+<p align='left'>
+    <img src="https://cdn-uploads.huggingface.co/production/uploads/624ac662102fcdff87be51b9/EOYzajQcwQFT5PobqL3j0.png" width="1000">
+</p>
+
+## Baseline Models
++ [Conventional Pre-Training](https://huggingface.co/MiniLLM/Pretrain-Qwen-200M)
++ [VanillaKD](https://huggingface.co/MiniLLM/VanillaKD-Pretrain-Qwen-200M)
+
+## Citation
+
+```bibtex
+@article{miniplm,
+    title={MiniPLM: Knowledge Distillation for Pre-Training Language Models}, 
+    author={Yuxian Gu and Hao Zhou and Fandong Meng and Jie Zhou and Minlie Huang},
+    journal={arXiv preprint arXiv:2410.17215},
+    year={2024}
+}
+```

added_tokens.json

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config.json

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+{
+  "_name_or_path": "/Users/guyuxian/miniplm/200M/0",
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
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+  "bos_token_id": 151643,
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+  "hidden_act": "silu",
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+  "is_model_parallel": false,
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+  "model_type": "qwen2",
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+  "rms_norm_eps": 1e-06,
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+  "torch_dtype": "float32",
+  "transformers_version": "4.45.2",
+  "use_cache": true,
+  "use_memory_efficient_attention": true,
+  "use_sliding_window": false,
+  "vocab_size": 151936
+}

generation_config.json

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+  "transformers_version": "4.45.2"
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special_tokens_map.json

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tokenizer_config.json

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