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Csg Wukong 1B Sft DPO Bf16 by opencsg

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Model Card on HF 🤗: https://huggingface.co/opencsg/csg-wukong-1B-sft-dpo-bf16 

Csg Wukong 1B Sft DPO Bf16 Benchmarks

ARC: 33.7 vs 96.7 (so35)-65.1%
HellaSwag: 55.97 vs 95.3 (gpt4)-41.3%
MMLU: 24.7 vs 88.3 (so35)-72%
TruthfulQA: 40.08 vs 59 (gpt4)-32.1%
WinoGrande: 58.8 vs 87.5 (gpt4)-32.8%
GSM8K: 2.12 vs 96.4 (so35)-97.8%
LLME Score: 0.22733
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Csg Wukong 1B Sft DPO Bf16 (opencsg/csg-wukong-1B-sft-dpo-bf16)

Csg Wukong 1B Sft DPO Bf16 Parameters and Internals

Training Details 
Training Time:
43 days
Hardware Used:
16 H800
LLM NameCsg Wukong 1B Sft DPO Bf16
Repository 🤗https://huggingface.co/opencsg/csg-wukong-1B-sft-dpo-bf16 
Model Size1b
Required VRAM2.2 GB
Updated2025-02-22
Maintaineropencsg
Model Typellama
Model Files  2.2 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32003
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than opencsg/csg-wukong-1B-sft-dpo-bf16.

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Release v20241227
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